Prisma Postgres setup and operations guidance across Console, create-db CLI, Management API, and Management API SDK.
Set up a new Prisma Postgres database and connect it to a local project using the Management API. Use when asked to "set up a database", "create a Prisma Postgres project", "get a…
Migrate a Prisma + Postgres data layer to Drizzle on Cloudflare D1 inside a microservices.sh app. Use when a user has an existing Prisma schema and Postgres database (Neon,…
Use to plan Prisma over PostgreSQL/MySQL — expressing the approved schema in the Prisma schema, migration workflow, client usage patterns (select scope, N+1 avoidance,…
Expert guidance for Prisma ORM v7 (7.0+). Use when working with Prisma schema files, migrations, Prisma Client queries, database setup, or when the user mentions Prisma,…
Prisma ORM best practices, schema design, migrations, seeding, and query optimization for PostgreSQL. Use when working with database schemas, migrations, or Prisma queries.
Используй этот навык для выполнения SQL-запросов к базе данных PostgreSQL на продакшен-сервере FREESPORT.
PostgreSQL adapter for Python - customer support tech enablement for database operations, query optimization, and data management
Implements push notifications across iOS, Android, and web using Firebase Cloud Messaging and native services.
Alembic migration patterns for PostgreSQL. Use when creating migrations, reviewing autogenerated migrations, or handling schema changes safely.
Pydantic v2 model patterns for req/res validation, MongoDB conversion, validation rules. Travel Panel conventions.
Pre-production validation gate for Vercel/Supabase/Firebase stack — generates test plans, executes test suites, validates APIs, UI, toasts, LLM output quality, and produces…
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid sear — from…
Intelligent token optimization through Qdrant-powered semantic caching and long-term memory. Use for (1) Semantic Cache - avoid LLM calls entirely for semantically similar queries…
Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model',…
Workflow for generating QR code PNGs from token UUIDs, uploading to Supabase Storage, and returning public URLs for Twilio MMS. Use when implementing the QR generation API route.
Query PostgreSQL with Prisma 7 efficiently, using Prisma Client for mutations and selectively using raw SQL for complex/performant reads (SELECT/COUNT) when appropriate.
Connect an MCP client to PostgreSQL databases for schema discovery, safe querying, and database inspection through a documented pgEdge MCP server and agent client workflow.
Master SQL and database queries across multiple systems. Generate optimized queries, analyze performance, design indexes, and troubleshoot slow queries for PostgreSQL, MySQL,…
Executa queries SQL diretamente no banco Postgres local (gruvi-concierge-orquestrador) para validar/verificar dados ou tabelas
Connect an MCP-compatible assistant to an existing PostgreSQL database for safe natural-language querying, schema-aware SQL, and streamed results.
Executes PostgreSQL queries via psql with pre-configured connection. Use when querying databases, exploring schema, validating SQL, or extracting DDL.
Access QuickBooks Online API for invoices, payments, customers, and bills. Covers OAuth token auto-refresh, API queries, and Supabase ingest.
Append a new Architecture Decision Record (ADR) to the repo with an auto-incremented number and the MADR template.
Master Redis advanced data types - Bitmaps, HyperLogLog, Streams, and Geospatial indexes for specialized use cases
Redis development best practices for caching, data structures, and high-performance key-value operations
Redis Cache Manager - Auto-activating skill for Backend Development. Triggers on: redis cache manager, redis cache manager Part of the Backend Development skill category.
Redis caching strategy designer and reviewer. ALWAYS use when designing, reviewing, or troubleshooting Redis caching layers — cache pattern selection (cache-aside, write-through,…
Architecting high-performance caching strategies, Cache-Aside/Write-Through/Write-Behind patterns, Redis Pub/Sub, Streams, eviction policies, distributed locking (Redlock), and…
MCP Server for Redis Cloud's API, allowing you to manage your Redis Cloud resources using natural language.
Redis Cluster and replication guidance covering hash tags for multi-key operations, avoiding CROSSSLOT errors, and reading from replicas to scale read-heavy workloads.
Redis client and connection guidance covering connection pooling, multiplexing, pipelining, client-side caching with RESP3, avoiding slow commands (KEYS, SMEMBERS, HGETALL), and…
Core Redis modeling guidance — choose the right data structure (String, Hash, List, Set, Sorted Set, JSON, Stream, Vector Set) and use consistent colon-separated key names.
Use when designing Redis data structures, caching strategies, or key schemas - enforces key naming conventions, hash tags for clustering, memory optimization, proper cache…
Redis expert for data structures, caching patterns, Lua scripting, and cluster operations
Use when implementing Redis patterns for games — caching, leaderboards, pub/sub messaging, session storage, rate limiting, or ephemeral game state.
Redis Labs integration. Manage data, records, and automate workflows. Use when the user wants to interact with Redis Labs data.
Redis MCP Server is built around Redis in-memory datastore. The underlying ecosystem is represented by redis/redis (73,523+ GitHub stars).
Redis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in commands to reach for during incident…
Patterns d'utilisation Redis pour le cache, pub/sub, streams et sessions. Se déclenche avec "Redis", "cache distribué", "pub/sub Redis", "Redis streams", "session store — from…
Use when designing caching strategies (cache-aside, write-through, write-behind), implementing distributed locks, building rate limiters, leaderboards, real-time streams…
Redis Query Engine (RQE) guidance covering FT.CREATE schema design, field type selection (TEXT, TAG, NUMERIC, GEO, GEOSHAPE, VECTOR), DIALECT 2 query syntax, efficient FT.SEARCH…
Redis Search guidance covering FT.CREATE schema design, field type selection (TEXT, TAG, NUMERIC, GEO, GEOSHAPE, VECTOR, JSON path), DIALECT 2 query syntax, FT.SEARCH /…
Redis LangCache guidance for semantic caching of LLM responses on Redis Cloud — calling search/set via the SDK or REST API, tuning the similarity threshold, separating caches per…
Redis expert for caching, pub/sub, data structures, and distributed systems patternsUse when "redis, caching strategy, cache invalidation, pub/sub, rate limiting, distributed…
Comprehensive guide for Redis state management including caching strategies, session management, pub/sub patterns, distributed locks, and data structures
Redis Streams (XADD / XREADGROUP / consumer groups) in Rails as a lightweight Kafka — when it fits, the redis-rb client, MAXLEN cap, consumer group semantics, PEL (pending entries…
Master Redis transactions - MULTI/EXEC, WATCH for optimistic locking, Lua scripting, and atomic operation patterns
Redis vector search guidance covering HNSW vs FLAT algorithm choice, vector index configuration (dims, distance metric, datatype), filtered hybrid search combining vector…
Connect to Redis databases using the redisctl CLI. Use when opening redis-cli sessions, managing connection profiles, or working with multiple Redis clusters.
Relational databases (Postgres, MySQL) — ACID, SQL, joins, isolation levels, MVCC vs locking, indexes, JSONB, HA topologies.
Sets up and optimizes Managed PostgreSQL on Render—connection strings (internal vs external), creation constraints, storage autoscaling, connection limits, high availability, read…
Set up and use Major-managed PostgreSQL databases. Use when the user wants a database, needs to store data, mentions "managed database", or asks about database setup.
Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion, sorting, timestamps,…
Пошаговый перенос проекта с Lovable на российский хостинг Cloud.ru с минимальными правками. Поднимает self-hosted Supabase (база, авторизация, хранилище, edge-функции) на…
Launch and drive a local reference Claude apps gateway (claude gateway + Dex + Postgres) to probe, capture, or re-verify the login / managed-settings / OTLP-telemetry wire…
Use when the user wants to run a single plugin's full Mongo + Postgres test matrix locally. Wraps `pnpm test:matrix
`.
Use Agenda when a custom Node.js agent needs persistent scheduled jobs, retries, locking, and background workers backed by MongoDB, PostgreSQL, or Redis instead of fragile…
Execute PostgreSQL backup, restore, verification, and point-in-time recovery runbooks with explicit repository and WAL handling.
Use when analyzing an existing project for migration feasibility to the canonical SaaS stack (Turborepo, Next.js, tRPC, Drizzle, Auth.js, Stripe, PageShell).