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Knowledge about Radicle Context COBs (me.hdh.context) - a custom Collaborative Object type for storing AI session observations in Radicle repositories. Use when working with rad-context, context COBs, or preserving session learnings.
Connect to and execute commands against a local Docker-based Redis instance. Use when the user wants to run Redis commands, inspect Redis keys/values, debug Redis data, or interact with the local Redis container.
Database specialist covering PostgreSQL, MongoDB, Redis, and advanced data patterns for modern applications
Implement high-performance in-memory caching with trigger-based cache invalidation for C#/.NET applications. Use when creating new entities that need caching, optimizing database queries, implementing cache invalidation strategies, or setting up cache management for ASP.NET Core projects. Supports PostgreSQL and MSSQL databases. Can use Redis for hybrid (two-level) caching if available in the project, or pure in-memory caching if Redis is not present or desired.
Redis caching patterns for FastAPI: cache-aside, distributed locks, sessions, rate limiting, pub/sub, and semantic (vector) caching with pgvector. Use for: response caching, session storage, rate limiting, real-time events, leaderboards. Triggers: cache, Redis, caching, invalidation, session, rate limit, pub/sub, TTL, lock.
Database specialist covering PostgreSQL, MongoDB, Redis, Oracle, and advanced data patterns for modern applications.
Firebase Firestore specialist covering NoSQL patterns, real-time sync, offline caching, and Security Rules. Use when building mobile-first apps with offline support, implementing real-time listeners, or configuring Firestore security.
A specialized guide for managing Qdrant Cloud collections, optimizing vector schemas for RAG, and executing precise semantic search queries in Python.
Reference guide for MongoDB performance patterns: index strategies (ESR rule, compound, partial, TTL), explain plan interpretation, and performance checklists. Use as background knowledge when advising on indexing or performance. For hands-on optimization of a specific slow query, trigger the query-advisor agent instead.
Decision frameworks for Redis. When to use which data structure, caching strategies, and common patterns for queues and real-time features.
Database specialist covering PostgreSQL, MongoDB, Redis, and advanced data patterns for modern applications
Patterns for Redis caching — cache-aside, TTL strategies, rate limiting with INCR, frequency capping, pub/sub, session storage, and fail-open patterns. Use this skill when implementing caching, rate limiting, session management, frequency capping, or any Redis operations. Trigger on Redis, caching, rate limit, frequency cap, session store, TTL, or cache invalidation.
Spring Boot search integration. Elasticsearch, Meilisearch, Typesense, Algolia. Trigger: apigen-search, SearchService, ElasticsearchRepository, indexing
Conecta e realiza operações (CRUD e Aggregations) em bancos de dados MongoDB utilizando configurações de conexão salvas. Suporta queries JSON e auxílio na sua construção.
Backend caching patterns with Redis including write-through, write-behind, cache-aside, and invalidation strategies. Use when implementing Redis cache, managing TTL/expiration, preventing cache stampede, or optimizing cache hit rates.
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, or database connection issues.
Docker Compose patterns for multi-container setup with MySQL, Redis, Spring Boot, and React. Health checks, profiles, and networking.
Redis patterns — data structures, caching strategies, pub/sub, rate limiting, session management, and operational best practices.
Vérifie l'état du Config Store (Redis/Fichier) via les scripts utilitaires.
