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Document database schemas, ERD diagrams, table relationships, indexes, and constraints. Use when documenting database schema, creating ERD diagrams, or writing table documentation.
Database migration strategies and best practices. Covers schema versioning, zero-downtime migrations, rollback patterns, and data migration techniques. Use for database evolution and deployment planning. USE WHEN: user mentions "database migrations", "schema changes", "versioning", "rollback", "...
database-architect workflow skill. Use this skill when the user needs Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures and the operator should preserve the upstream workflow, copied support files, ...
Use this capability for database schema design, SQL/NoSQL selection, migrations, indexing, query review, connection pooling, backups, object storage, event storage, data retention, and data lifecycle planning. Trigger on database, schema, migration, index, SQL, PostgreSQL, MySQL, MongoDB, Redis, ...
Deploy and manage relational databases using RDS with Multi-AZ, read replicas, backups, and encryption. Use for PostgreSQL, MySQL, MariaDB, and Oracle.
Prisma Expert workflow skill. Use this skill when the user needs You are an expert in Prisma ORM with deep knowledge of schema design, migrations, query optimization, relations modeling, and database operations across PostgreSQL, MySQL, and SQLite and the operator should preserve the upstream wor...
Review and tune SQLite schemas, queries, indexes, and pragmas. Connects to the actual database to gather concrete evidence (EXPLAIN QUERY PLAN, page counts, table stats) before recommending changes.
Advises on database selection, schema design, indexing, query optimization, and migration. Covers SQL, NoSQL, Graph, Columnar, Key-Value, Time Series, NewSQL, Vector, Serverless, Data Warehouse, Embedded, Multi-Model, Streaming, and Decentralized databases. 100+ database technologies including Po...
Deep operational guide for 12 NewSQL/distributed SQL databases. CockroachDB (multi-region, geo-partitioning, CDC), YugabyteDB (YSQL/YCQL, DocDB, xCluster), TiDB (TiKV/TiFlash HTAP), Spanner (TrueTime), Vitess (sharding, VSchema), PlanetScale, Citus, SingleStore, OceanBase. Use when implementing g...
Database Workflow Bundle workflow skill. Use this skill when the user needs Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering and the operator should preserve the upstream workflow, copied support files, and provenanc...
PostgreSQL Optimization Workflow workflow skill. Use this skill when the user needs PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management and the operator should preserve the upstream workflow, copied support file...
Database Design workflow skill. Use this skill when the user needs Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases and the operator should preserve the upstream workflow, copied support files, and provenance before merging or h...
Deep operational guide for 12 document databases. MongoDB (aggregation pipeline, sharding, Atlas, CSFLE, Vector Search), Elasticsearch/OpenSearch (ILM, mapping, query DSL, tiering), CouchDB (multi-master, PouchDB), Couchbase (N1QL, XDCR, Capella), RavenDB, DocumentDB, Cosmos DB, Firestore, Ferret...
Database selection: PostgreSQL as default, Redis for ephemeral, NoSQL comparison, specialized databases, polyglot persistence. Use when choosing databases.
Deep operational guide for 8 multi-model databases. ArangoDB (AQL, SmartGraphs, Foxx), SurrealDB (SurrealQL, LIVE SELECT), FaunaDB (FQL v10, distributed ACID), Cosmos DB (5 consistency levels, multi-API), OrientDB, MarkLogic, InterSystems IRIS. Use when a single database must support document, gr...
Modern SSDT CI/CD best practices for SQL Server database development (2025). PROACTIVELY activate for: (1) SSDT CI/CD pipeline design, (2) state-based deployment with DACPACs, (3) tSQLt unit testing integration, (4) database build validation in CI, (5) drift detection via SqlPackage Extract + Com...
Connect to Supabase for database operations, vector search, and storage. Use for storing data, running SQL queries, similarity search with pgvector, and managing tables. Triggers on requests involving databases, vector stores, embeddings, or Supabase specifically.
SQL Server 2025 and SqlPackage 170.2.70 (October 2025) — vector databases, AI integration, and modern features. PROACTIVELY activate for: (1) SQL Server 2025 features, (2) vector type and vector indexes for AI, (3) Vector functions (VECTOR_DISTANCE, etc.), (4) AI integration (Azure OpenAI, embedd...
Facilitates zero-downtime schema changes and data migrations while ensuring backward compatibility and rollback capabilities.
An MCP server that provides on-demand skill loading for AI coding assistants.
Plan prototype interactions and flows for user testing in Figma. Use when asked to plan a Figma prototype, set up prototype interactions, define what to prototype for a user test, or prepare a Figma prototype for usability testing. Produces a prototype scope, interaction specification, test task ...
Use this skill to generate or audit design systems, check visual consistency, and review PRs that touch styling.
Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new UI/UX designs for web, mobile, or desktop applications, (2) Building design systems with components and tokens, (3) Designing dashboards, forms, navigation, or landing page...
Craft-first interface design for dashboards, admin panels, SaaS apps, tools, settings pages, data interfaces, and interactive products. Use when designing, building, reviewing, auditing, or refining product UI where visual craft, layout hierarchy, tokens, states, visual direction, image-based ref...
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