mongodb
Guide for implementing MongoDB - a document database platform with CRUD operations, aggregation pipelines, indexing, replication, sharding, search capabilities, and comprehensive security. Use when working with...
Discover blockchain nosql databases skills, compare source repositories and read the instructions for each workflow.
Guide for implementing MongoDB - a document database platform with CRUD operations, aggregation pipelines, indexing, replication, sharding, search capabilities, and comprehensive security. Use when working with...
Performs Firebase Firestore operations. Use when querying collections, creating/updating/deleting documents, using batch writes, or working with Timestamps. Includes pagination, transactions, and security rules...
This skill should be used when users need to work with TanStack DB for building reactive data layers in applications. It provides comprehensive guidance on collections, live queries, mutations, schema validatio...
MongoDB database exploration and querying. Use when you need to understand database structure, view existing data, check collection schemas, count documents, or run queries to investigate the database state. (p...
Design vector database ingestion and retrieval pipelines (points + payloads, filtered similarity search, multi-stage hybrid retrieval, index maintenance). Use when building RAG/vector search flows or debugging...
Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational database, SQL queries, psql CLI, pgAdmin). Use when designing database schemas, writing queri...
Routes queries to appropriate data sources (vectordb, web_search, direct_llm) and selects collections to search. Use when analyzing user queries, determining search strategy, or when the user mentions routing,...
Obsidian LiveSync の CouchDbClient の構造と使用方法を説明します。CouchDbRepository トレイトの実装方法、HTTP プロキシパターン(forward_request)、longpoll リクエストの処理、メトリクス収集、ヘルスチェックの実装を...
Generate Redis configuration files and connection code for caching and session management. Triggers on "create redis config", "generate redis configuration", "redis setup", "cache config".
pgvector - PostgreSQL extension for vector similarity search. Use for embedding storage, cosine similarity, IVFFlat indexes, and HNSW indexes.
Write secure, performant, and optimized database queries using parameterized queries, eager loading, proper indexing, and transaction management. Use this skill when writing database queries in controllers, rep...
Configure and operate TinyDB for JSON-based document storage. Use when setting up databases, creating queries, or managing data persistence.
Implement query result caching with Redis and proper invalidation strategies for Prisma 6. Use when optimizing frequently accessed data, improving read-heavy application performance, or reducing database load t...
Database integration patterns for SQL and NoSQL databases. Use when working with database schemas, queries, migrations, or ORM configurations. Supports PostgreSQL, BigQuery, MongoDB, MySQL with progressive disc...
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design...
Standards for Firestore schemas, migrations, and data integrity. Use when modifying database structures.
Manage ArangoDB operations including backups with automatic retention, health checks, embedding gap detection, duplicate detection, and integrity verification. Works with local or containerized ArangoDB.
used for preparing hypothetical indexes to be run in higher environments
Transient vector store service for fast similarity search (FAISS)
Deploy Firebase Firestore security rules and indexes automatically. Use when Firestore query errors mention "requires an index", when firestore.rules or firestore.indexes.json are modified, or when user request...
Manages PostgreSQL, MongoDB, DuckDB, and Redis operations for knowledge base content storage, retrieval, and analytics. Handles schema management, data migrations, and cross-database synchronization with natura...
Redis in-memory data structure store - use for caching, session management, pub/sub, real-time analytics, and key-value storage
Analyze slow queries and index recommendations.
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design...
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