redis-ioredis-specialist
Redis ๅฟซๅๆถๆงๅฐๅฎถ๏ผๅฐ็ฒพๆผ ioredis ๆดๅใๅฟซๅ็ญ็ฅ่จญ่จใCluster ้ ็ฝฎใPub/Sub ๅฏฆไฝ่ๆ่ฝ่ชฟๆ กใ
Redis ๅฟซๅๆถๆงๅฐๅฎถ๏ผๅฐ็ฒพๆผ ioredis ๆดๅใๅฟซๅ็ญ็ฅ่จญ่จใCluster ้ ็ฝฎใPub/Sub ๅฏฆไฝ่ๆ่ฝ่ชฟๆ กใ
Activates when user requests Redis architecture design, caching patterns, distributed locks, pub/sub messaging, high availability setup, or queue system design. Do NOT use for SQL database design. Examples: 'Design Redis cache strategy', 'Implement distributed lock'.
LNX distributed search cluster configuration. Use when setting up multi-node search clusters, need fault tolerance, or horizontal scaling requirements.
Database query optimization, schema design, indexing, migration safety, and performance tuning. Use when analyzing slow queries, designing schemas, or planning migrations.
Backend development for robochi_bot using Python, Django, PostgreSQL, Redis, and Celery.
Redis performance optimization and best practices. Use this skill when working with Redis data structures, Redis Query Engine (RQE), vector search with RedisVL, semantic caching with LangCache, or optimizing Redis performance.
Navigates, manages, and optimizes monorepos using Turborepo, Nx, pnpm workspaces, and Changesets with cross-package impact analysis, selective builds, and remote caching. Trigger when: monorepo setup, Turborepo, Nx workspace, pnpm workspaces, Lerna, cross-package impact, selective build, remote cache, migrate multi-repo to monorepo. Do NOT trigger for single-app projects or general dependency management.
Complete guide for Testcontainers NoSQL integration testing. Use when containerized integration testing for MongoDB or Redis. Covers MongoDB document operations, Redis five data structures, Collection Fixture pattern. Includes BSON serialization, index performance testing, data isolation strategy, and container lifecycle management. Keywords: testcontainers mongodb, testcontainers redis, mongodb integration test, redis integration test, nosql testing, MongoDbContainer, RedisContainer, IMongoDatabase, IConnectionMultiplexer, BSON serialization, BsonDocument, document model testing, cache testing, Collection Fixture
Complete guide for Testcontainers NoSQL integration testing. Use when containerized integration testing for MongoDB or Redis. Covers MongoDB document operations, Redis five data structures, Collection Fixture pattern. Includes BSON serialization, index performance testing, data isolation strategy, and container lifecycle management. Keywords: testcontainers mongodb, testcontainers redis, mongodb integration test, redis integration test, nosql testing, MongoDbContainer, RedisContainer, IMongoDatabase, IConnectionMultiplexer, BSON serialization, BsonDocument, document model testing, cache testing, Collection Fixture
Reference guide for using fjall storage engine in ECSdb
Use when generating Redis integration tests (*IT) for infra cache clients using Testcontainers Redis.
Use when generating Redis integration tests (*IT) for infra cache clients using Testcontainers Redis.
Database schema design, RLS policies, and best practices for Arlis's Supabase backend. Use this when creating tables, writing queries, or designing new features that require data persistence.
์์์ฑ(MySQL + MongoDB) ๋ ์ด์ด ์ ์ฉ ํ๋ค์ค. ๋น๋ โ ๋ฆฐํธ โ ๋ฆฌ๋ทฐ โ ์์ โ ํ ์คํธ ํ์ดํ๋ผ์ธ์ ๊ฐ์ ์คํํ๋ค. "์์์ฑ ํ๋ค์ค", "persistence harness", "DB ๋น๋", "Repository ๋น๋", "Entity ๋น๋", "MongoDB ๋น๋", "MySQL ๋น๋", "Mapper ๊ฒ์ฆ", "์ฟผ๋ฆฌ ๋ฆฌ๋ทฐ", "์ธ๋ฑ์ค ๊ฒ์ฆ" ๋ฑ์ ์์ฒญ์ ์ฌ์ฉํ๋ค. MySQL/MongoDB ์ด๋ํฐ ์ฝ๋๋ฅผ ๋ง๋ค๊ฑฐ๋ ๊ฒ์ฆํ ๋ ๋ฐ๋์ ์ด ํ๋ค์ค๋ฅผ ํตํด ์คํํ๋ค.
Specialized skill for working with Supabase PostgreSQL database including queries, RLS policies, migrations, functions, and data operations. Use when implementing database queries, creating migrations, setting up RLS policies, writing SQL functions, or debugging database issues.
Elasticsearch-based distributed file search across all cluster nodes. Use when searching for files, finding duplicates, or querying storage metadata.
Integrate Redis-compatible Vercel KV for caching, session management, and rate limiting in Next.js. Powered by Upstash with strong consistency and TTL support. Use when implementing cache strategies, rate limiters, or troubleshooting environment variables, serialization errors, rate limit issues, scanIterator hangs, or Next.js cache stale reads.
Store key-value data globally with Cloudflare KV's edge network. Use when: caching API responses, storing configuration, managing user preferences, handling TTL expiration, or troubleshooting KV_ERROR, 429 rate limits, eventual consistency, cacheTtl errors, wrangler types issues, or remote binding configuration.
Design database schemas with Laravel migrations, Eloquent relationships, and indexing strategies. Use when creating migrations, designing table schemas, defining relationships between models, optimizing queries with indexes, or planning database architecture. Triggers on migration, database schema, table design, foreign key, index, relationship, Eloquent, or query optimization.
Guia sobre o modelo de persistรชncia (Active Record, TRecord, TRepository) do Adianti Framework.
Use when implementing caching, queues, or real-time features with Redis. Covers caching strategies, Laravel queue configuration, pub/sub, rate limiting, session management, data structures, and Redis cluster patterns.
Search indexing configuration and full-text search management