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mongoose
Guide for Mongoose ODM (2025-2026 Edition), covering Mongoose 8.x/9.x, TypeScript integration, and performance best practices.
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tools nosql databases AI Skills
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GitHub
nestjs-search-cqrs
Elasticsearch integration and Sync patterns.
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GitHub
redis-expert
Redis expert. Caching strategies, session storage, rate limiting, pub/sub. Use for caching implementation and Redis configuration.
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cache-strategy-implementer
Design cache layering and invalidation.
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GitHub
file-upload-system
Use this agent when implementing backend file upload functionality to replace IndexedDB browser storage. User: "Files stored in IndexedDB are lost when clearing cache" Agent: Use file-upload-system to impleme...
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GitHub
cross-request-lru-caching
caches across requests
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GitHub
redis-architect
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: 'De...
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GitHub
java-cache-redis
Redis caching playbook (cache-aside/read-through/write-through), TTL strategy, cache stampede protection, and invalidation/versioning. Produces cache key spec + invalidation strategy.
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GitHub
db-explore
MongoDB database exploration for understanding data, debugging, and investigation. Auto-applies when discussing database structure or debugging data issues.
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GitHub
database
Universal database operations skill for modern applications. Expert in SQLModel/SQLAlchemy patterns, async database operations, connection pooling, migrations, performance optimization, and multi-database suppo...
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GitHub
qdrant-expert
A specialized guide for managing Qdrant Cloud collections, optimizing vector schemas for RAG, and executing precise semantic search queries in Python.
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GitHub
mongodb-development
MongoDB database exploration, querying, and debugging using MCP tools. Use when writing aggregation pipelines, analyzing schemas, debugging data issues, or exploring collections in ShipitSmarter databases.
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GitHub
mongodb
MongoDB database operations including connection, queries, indexes, aggregation, transactions, and bulk operations.
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GitHub
elasticsearch
Elasticsearch search and analytics engine operations including CRUD, aggregations, mappings, and reindexing.
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GitHub
redis
Redis in-memory data structure store commands including key operations, hashes, pub/sub, streams, and clustering.
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