search-cluster
Aggregated search aggregator using Google CSE, GNews RSS, Wikipedia, Reddit, and Scrapling.
Aggregated search aggregator using Google CSE, GNews RSS, Wikipedia, Reddit, and Scrapling.
Unified search tool for Google, Wikipedia, Reddit, and RSS feeds with Redis caching. Use when user asks "search for X", "who is Y", "latest news on Z".
Serverless Redis-compatible key-value store via Upstash REST API -- edge-compatible, automatic JSON serialization, TTL-based caching
MongoDB with Mongoose ODM - schemas, models, queries, aggregation, indexes, TypeScript typing, connection management
Redis in-memory data store patterns with ioredis and node-redis -- caching, sessions, rate limiting, pub/sub, streams, queues, transactions, cluster
Serverless Redis-compatible key-value store via Upstash REST API -- edge-compatible, automatic JSON serialization, TTL-based caching
Elasticsearch patterns -- client setup, index management, search DSL, aggregations, vector search, bulk operations, deep pagination
MongoDB with Mongoose ODM - schemas, models, queries, aggregation, indexes, TypeScript typing, connection management
Redis in-memory data store patterns with ioredis and node-redis -- caching, sessions, rate limiting, pub/sub, streams, queues, transactions, cluster
Serverless Redis-compatible key-value store via Upstash REST API -- edge-compatible, automatic JSON serialization, TTL-based caching
Elasticsearch patterns -- client setup, index management, search DSL, aggregations, vector search, bulk operations, deep pagination
AIMS 데이터베이스 가이드. MongoDB, 컬렉션, 쿼리, DB, 스키마 작업 시 자동 사용
Performance patterns for Apollo caching, Redis, and CloudFront optimization
Manage MongoDB database operations including backup, restore, and maintenance
Redis caching patterns, cache-aside, write-through, TTL strategies, and invalidation. Activate on: caching, Redis, cache invalidation, cache-aside, write-through, TTL, CDN cache, stale-while-revalidate. NOT for: CDN/reverse proxy setup (use api-gateway-reverse-proxy-expert), database query optimization (use data-warehouse-optimizer).
Firestore/データベースに関する作業で必ずFIRESTORE.mdを読み込むためのルール。DB設計、コレクション追加、Firestore変更、スキーマ更新、データベース設計・作成・更新・書き換えなどの依頼時に使う。
libresource - Typed resource management with access control. ResourceIndex stores and retrieves resources with policy-based authorization. toInstance converts objects to typed instances. toResourceId parses URI strings. createResourceIndex factory. Use for persisting structured data, managing entities, and enforcing access control.
libindex - Base index class for storage-backed data. Index class provides JSONL storage operations and filtering logic. BufferedIndex adds high-volume write support with periodic flushing. Use for building custom indexes, implementing data stores, and managing persistent collections.
Use for the public module API, DataSync integration, and MongoDB-related configuration for this content store.
Practical guidance for content-hash caching patterns in AI/data systems.
Use when adding new SQLAlchemy 2 models in libs/db/skillhub_db/models/
Redis caching strategies, pub/sub, sessions, and performance optimization.
Database modeling, migrations, queries, and performance optimization with Prisma.