Handle Snowflake concurrency limits, warehouse queuing, and query throttling. Use when queries are queuing, hitting concurrency limits, or needing to optimize warehouse sizing for…
Review Snowflake RBAC role hierarchies, privilege grants, managed-access schemas, network policies, MFA enforcement, and Entra ID External OAuth/SAML/SCIM integration for…
Implement Snowflake reference architecture with medallion pattern and Snowflake-native design. Use when designing a new Snowflake data platform, setting up bronze/silver/gold…
Upgrade Snowflake drivers, handle breaking changes, and migrate between editions. Use when upgrading snowflake-sdk or snowflake-connector-python versions, migrating between…
Soda Core data quality — SodaCL checks (row_count, missing, invalid, duplicate, freshness, schema, reference, custom SQL), configuration.yml for…
One-shot setup and operation guide for the solana-clawd agentic engine. Use when: cloning the repo, setting up MCP tools, starting the Telegram bot, deploying to Fly.io/Netlify,…
Automates PySpark DataFrame transformations including schema inference, partition pruning, and Delta Lake merge operations.
Creates, configures, and updates Databricks Lakeflow Spark Declarative Pipelines (SDP/LDP) using serverless compute.
Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing pipelines, or big da — from…
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data — from…
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data — from…
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data — from…
Crawl and scraping systems architecture — distributed crawler topology, URL frontier, politeness, and compliance. Architecture-only (no execution code).
Write correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.).
Audit SQL for the cost & performance anti-patterns that burn warehouse credits. Scores warehouse health 0-100 and outputs a prioritized cost-reduction plan for BigQuery,…
Use when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection, schema drift, reconciliation report, production vs…
Use when adding SQLFluff to CI or making SQLFluff PR checks manageable for a large SQL or dbt-style project.
DBA Deutschland Frankreich aus 1959 mit Aenderungsprotokollen. Anwendungsfall Pendler im Elsass und Lothringen Grenzgaengerregelung 20-km-Zone. Beteiligungen Pensionen Lizenzen.
Query cloud APIs, SaaS services, and infrastructure with standard SQL using Steampipe. Maps over 150 data sources (AWS, Azure, GCP, GitHub, Slack, and more) to PostgreSQL tables —…
Kafka Streams, Flink, Spark Streaming, and CDC for real-time data pipelines. Activate on: streaming, Kafka Streams, Flink, Spark Streaming, CDC, Debezium, real-time pipeline,…
Use when the user asks about revenue, payments, subscriptions, billing, CRM deals, support tickets, production database tables, or other data that PostHog does not collec — from…
Data migration and synchronization to SurrealDB from MongoDB, PostgreSQL, MySQL, Neo4j, Kafka, and JSONL. Full and incremental CDC sync. Part of the surreal-skills collection.
Set up Sveltia CMS - the lightweight Git-backed CMS successor to Decap/Netlify CMS with 5x smaller bundle (300 KB), GraphQL performance, and 260+ fixed predecessor issues.
Sveltia CMS is a free, open-source, Git-based headless CMS that runs entirely in the browser. Built as the definitive successor to Netlify CMS and Decap CMS, it offers a modern…
Use when the user asks about Dana Lawson's talk \"Built for Humans. Now Agents Are Here.\" (Netlify CTO, 2026) — including questions about Agent Experience (AX), the AX paradox,…
Guides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI (MEAI), Microsoft Agent Framework (MAF), GitHub…
Render a terminal CLI program's colored output to a PNG so Claude can actually SEE the real visual result — color contrast, alignment, background blocks, highlighting — instead of…
Architecting crawl and scraping systems — distributed crawler topology, URL frontier, politeness, and compliance. Architecture-only (no execution code).
Build and deploy new Goldsky Turbo pipelines from scratch. Triggers on: 'build a pipeline', 'index X on Y chain', 'set up a pipeline', 'track transfers to postgres', or any…
Complete home integration — LG TV (55SM8600PSA), Google Nest Mini, and Raspberry Pi media server. Covers UPnP/DLNA, SSAP WebSocket API, webOS Developer Mode, Google Cast, and all…
Analisador espectral de qualidade de código multi-linguagem (Python, JS/TS, Java, Go). Detecta 8 padrões de degradação via pipeline FFT/Wavelet/PELT sobre 9 canais UCO: H…
Official Whisper Context skill for OpenClaw. Cuts context tokens via delta compression + caching, and adds long-term memory across sessions.
\"Use this agent when you need to design, build, or optimize data pipelines, ETL/ELT processes, and data infrastructure.
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.
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 building data pipelines, ETL/ELT workflows, or data transformation layers. Triggers on Airflow DAG design, dbt model creation, Spark job optimization,…
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.
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…