Use cargo-machete when an agent needs to find and remove unused Rust dependencies before they keep inflating build time, review noise, and manifest drift.
Hack or review PostgreSQL replication internals — covers physical streaming, archive shipping, logical decoding, logical replication PUB/SUB, and synchronous-commit machinery.
Passagem única do ciclo forward: entrevista curta, spec fina, código e rastros de impacto num só passo, sem parada intermediária.
Comprehensive review of a pull request in the actualbudget/actual repo. Performs an offline code review against the repo's CODE_REVIEW_GUIDELINES.md and AGENTS.md (no GitHub…
AMD ROCm GPU computing stack for HIP kernel development and GPU-accelerated library usage. Use when: writing HIP kernels (.hip files), using…
Adds deterministic SQL analysis, dbt-aware tooling, warehouse metadata, lineage, and test-generation workflows underneath Claude Code, Codex, or terminal-driven agent sessions.
Builds and manages Scrapy web scraping spiders with custom item pipelines. Supports Splash rendering for JavaScript pages, rotating proxies via scrapy-rotating-proxies, and export…
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure.
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure.
Guide the user through connecting a new data warehouse source — Postgres, MySQL, Stripe, Hubspot, MongoDB, Salesforce, BigQuery, Snowflake, and so on.
Populate person or group properties from a data warehouse table or materialized view, so warehouse columns become properties usable in feature flags, cohorts, and insights.
Understanding the Osprey moderation infrastructure — system architecture, ClickHouse data access, schema reference, and relationship to Ozone labelling.
Apply advanced Snowflake debugging with query profiling, spill analysis, lock contention, and performance deep-dives using ACCOUNT_USAGE views.
Comprehensive guide to snowflake architecture. Master the concepts, implementation, best practices, and real-world applications of snowflake architecture in professional…
Choose and implement Snowflake architecture blueprints: data lakehouse, data mesh, data sharing, and Snowpark-native patterns for different scales.
Configure Snowflake CI/CD with GitHub Actions, SchemaChange, and Terraform. Use when setting up automated schema migrations, CI pipelines for Snowflake, or integrating…
Design and review Snowflake data platform engineering on Azure, covering warehouse sizing and cost governance, Azure Private Link requirements, storage integration with ADLS Gen2…
Collect Snowflake debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support cases, or collecting diagnostic information…
Create a minimal working Snowflake example with real SQL queries. Use when testing your Snowflake setup, running first queries, or learning basic snowflake-sdk and…
Install and configure Snowflake driver authentication for Node.js and Python. Use when setting up snowflake-sdk, snowflake-connector-python, key pair auth, OAuth, or SSO browser…
Identify and avoid Snowflake anti-patterns and common mistakes in SQL, warehouse management, data loading, and access control.
Implement Snowflake load testing, warehouse scaling, and capacity planning. Use when testing query performance at scale, configuring multi-cluster warehouses, or planning capacity…
Configure Snowflake local development with testing, mocking, and fast iteration. Use when setting up dev environment, writing tests against Snowflake, or establishing a fast…
Optimize Snowflake query performance with clustering, materialized views, caching, and query profiling.
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).
Design, review, debug, or explain analytical SQL with correct grain, joins, filters, time logic, performance awareness, and validation.
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…
Teaches the agent to speed up Node integration tests with Testcontainers reuse — withReuse(true), TESTCONTAINERS_REUSE_ENABLE, the .testcontainers.properties opt-in, stable…
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.
Builds and modifies dbt models, writes SQL transformations using ref() and source(), creates tests, and validates results with dbt show.
\"Use this agent when you need to design, build, or optimize data pipelines, ETL/ELT processes, and data infrastructure.