Data and databases: skills, plugins, subagents, slash commands and mcp servers

embedding-strategies Seth Hobson skill This skill helps choose embedding models, tune chunking, and assess quality for semantic search and RAG projects. Claude Code CX Codex Cursor 11,391installs startup-metrics-framework Seth Hobson skill This skill helps choose and calculate startup metrics such as CAC, LTV, burn multiple, retention, and growth. Use it for dashboards and investor reporting. Claude Code CX Codex Cursor 11,236installs data-quality-frameworks Seth Hobson skill This skill sets up data checks with Great Expectations, dbt tests, and data contracts. Use it for validation pipelines, CI/CD checks, and schema rules. Claude Code CX Codex Cursor 11,230installs instrument-data-to-allotrope official anthropics skill Converts laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON or flattened CSV. Auto-detects instrument type and outputs ASM JSON, tabular CSV, and exportable parser code. Claude Code CX Codex Cursor +1 2,400installs managed-airflow-dag-troubleshooting official google skill Troubleshoots failed DAG runs and task instances in Managed Service for Apache Airflow using logs, task state, and DAG source code. Claude Code Gemini CLI CX Codex 3,500installs python-resource-management Seth Hobson skill This skill guides Python resource handling with context managers, cleanup, and streaming state. Use it when code opens files, database connections, or other resources. Claude Code CX Codex Cursor 11,000installs dbt-transformation-patterns Seth Hobson skill A skill for Claude, Claude and Cursor that tells the agent how to layer dbt models, write data tests and set up incremental marts. Claude Code CX Codex Cursor 11,000installs airflow-dag-patterns Seth Hobson skill This skill helps design Apache Airflow DAGs, connect tasks, and test pipelines. Use it for ETL workflows, batch jobs, and failed-run debugging. Claude Code CX Codex Cursor 11,000installs cqrs-implementation Seth Hobson skill This skill guides you through separating command and query handling and using distinct write and read models. Use it when implementing CQRS or an event-sourced system. Claude Code CX Codex Cursor 11,000installs prisma-client-api prisma skill Complete Prisma Client API reference for database queries, CRUD operations, and filtering. Triggers on findMany, create, update, delete, and $transaction. Claude Code CX Codex Cursor +1 389,500installs prisma-cli prisma skill Prisma ORM 7 CLI reference for AI agents. Guides client generation, schema migrations, and local database workflows while preventing accidental data loss. Claude Code CX Codex Cursor +1 386,800installs hybrid-search-implementation Seth Hobson skill This skill combines vector and keyword search into one retrieval flow. Use it for RAG systems and search engines when one method misses important matches. Claude Code CX Codex Cursor 10,800installs vector-index-tuning Seth Hobson skill This skill tunes vector indexes for latency, recall, and memory. Use it when adjusting HNSW, choosing quantization, or scaling vector search. Claude Code CX Codex Cursor 10,700installs similarity-search-patterns Seth Hobson skill This skill helps build similarity search with vector databases for semantic search, RAG retrieval, nearest-neighbor queries, and hybrid search. Claude Code CX Codex Cursor 10,700installs spark-optimization Seth Hobson skill This skill helps diagnose slow Apache Spark jobs and tune partitioning, caching, shuffle, and memory. Use it when scaling data-processing pipelines. Claude Code CX Codex Cursor 10,700installs multi-cloud-architecture Seth Hobson skill This skill helps design systems across AWS, Azure, GCP, and OCI, compare services, and choose a migration or disaster recovery pattern. Claude Code CX Codex Cursor 10,700installs prisma-postgres prisma skill A deprecated compatibility name for prisma-postgres-setup. Use it only when explicitly invoked; new projects should select prisma-postgres-setup instead. Claude Code CX Codex Cursor +1 380,400installs projection-patterns Seth Hobson skill Build read models from event streams with guidance on projection types and replay. Useful for CQRS read sides, materialized views, and search indexes. Claude Code CX Codex Cursor 10,500installs prisma-postgres-setup prisma skill Provisions or connects a Prisma Postgres database and links it to your app. Useful for spinning up dev databases quickly or wiring connections in Vercel and v0. Claude Code CX Codex Cursor +1 374,900installs prisma-upgrade-v7 prisma skill Complete migration guide from Prisma ORM v6 to v7 with all critical changes: new generator, required driver adapters, ESM config, and client imports. Use when upgrading Prisma or hitting v7 errors. Claude Code CX Codex Cursor +1 374,800installs google-cloud-solution-hybrid-search-alloydb official google skill This skill helps design and validate AlloyDB hybrid search, combining semantic retrieval with keyword search and structured SQL filters. Claude Code Gemini CLI CX Codex 3,300installs google-cloud-storage-bucket-architect official google skill This skill plans and creates Google Cloud Storage buckets around a workload and the project's security settings. Use it when an app, service, or pipeline needs object storage. Claude Code Gemini CLI CX Codex 2,800installs google-cloud-filestore-nfs-browser official google skill Inspects, searches, and reads files on Google Cloud Filestore with POSIX metadata. Use it for remote logs and NFS shares without local NFS client packages. Claude Code Gemini CLI CX Codex 2,500installs ai-engineer Seth Hobson subagent This subagent designs LLM applications, RAG systems, and AI agents. Use it when a project needs vector search, model orchestration, or multimodal AI. Claude Code CX Codex Cursor 7,687installs dbt-sf-to-bq-translator official google skill Converts Snowflake dbt models into Standardized BigQuery SQL. Use it for Snowflake-to-BigQuery migrations on Google Cloud with Claude Code, Gemini CLI, or Codex. Claude Code Gemini CLI CX Codex 2,300installs bigquery-observability official google skill This skill helps retrieve BigQuery telemetry and choose the right data source. Use it to inspect jobs, slot contention, queues, reservations, and resource usage. Claude Code Gemini CLI CX Codex 1,800installs spring-boot-testing official github skill Helps choose a testing approach for Spring Boot 4, from a focused slice to a full application test. Use it when deciding which annotations and tools fit a test. GitHub Copilot 2,000installs reviewing-oracle-to-postgres-migration official github skill Reviews Oracle-to-PostgreSQL migration risks and checks whether migration artifacts and integration tests cover the relevant behavior changes. GitHub Copilot 1,800installs planning-oracle-to-postgres-migration-integration-testing official github skill This skill inspects a single .NET project and writes an integration test plan for an Oracle-to-PostgreSQL migration. Use it to map database touchpoints to tests. GitHub Copilot 1,800installs migrating-oracle-to-postgres-stored-procedures official github skill Moves Oracle PL/SQL procedures and functions to PostgreSQL PL/pgSQL. Use it during a database migration when signatures and control flow must stay intact. GitHub Copilot 1,800installs creating-oracle-to-postgres-migration-integration-tests official github skill Creates Oracle integration tests for .NET data access artifacts before a PostgreSQL migration, preserving expected database behavior as the test baseline. GitHub Copilot 1,800installs creating-oracle-to-postgres-migration-bug-report official github skill Creates structured bug reports for Oracle-to-PostgreSQL migration defects. Use it when a database behaviour difference needs a reproducible report with a cause and validation plan. GitHub Copilot 1,800installs creating-oracle-to-postgres-master-migration-plan official github skill This skill scans a .NET solution, finds Oracle dependencies, and builds a PostgreSQL migration plan. Use it before coordinating a migration across several projects. GitHub Copilot 1,800installs scaffolding-oracle-to-postgres-migration-test-project official github skill Creates an empty xUnit integration test project for Oracle in a .NET solution. Use it in Phase 3 before writing Oracle baseline integration tests. GitHub Copilot 1,700installs bigquery-troubleshooting official google skill This skill investigates broken, slow, or costly BigQuery jobs. Use it to isolate bottlenecks, trace symptoms to causes, and choose remediation steps. Claude Code Gemini CLI CX Codex 1,400installs bigquery-optimization official google skill This skill helps reduce BigQuery costs, tune storage, and improve SQL queries. Use it for capacity planning and table layout changes. Claude Code Gemini CLI CX Codex 1,400installs recsys-pipeline-architect Seth Hobson skill Designs six-stage recommendation, ranking, and feed pipelines. Use it when a system must choose the top K items for a user and context. Claude Code CX Codex Cursor 4,200installs business-analyst Seth Hobson subagent This subagent analyzes business data and helps shape KPIs, forecasts, and financial models. Use it to turn a business question into an analysis plan and recommendations. Claude Code CX Codex Cursor 3,855installs sql-pro VoltAgent Community subagent Subagent for optimizing complex SQL queries, designing database schemas, and fixing performance bottlenecks across PostgreSQL, MySQL, SQL Server, and Oracle. Claude Code 3,602installs sql-pro Seth Hobson subagent Helps design database schemas, inspect query plans, and tune SQL for OLTP and OLAP systems. Use it for database optimization or complex analysis. Claude Code CX Codex Cursor 3,602installs