Trusted skills for AI agents from official vendors and established maintainers. Every skill is attributed to its author, scanned, and comes with install steps for your AI tool.
706 skills
QdrantOfficial
Best practices for scaling multi-tenant architectures in Qdrant, focusing on performance and resource efficiency.
QdrantOfficial
Guidelines for fusing multiple search results into a single ranked list using RRF, DBSF, or custom formulas.
QdrantOfficial
A decision framework for selecting the appropriate Qdrant deployment model based on operational needs.
QdrantOfficial
Architectural patterns for managing multi-tenant data isolation and resource allocation in Qdrant.
QdrantOfficial
A diagnostic and optimization workflow for resolving performance bottlenecks in Qdrant vector search operations.
QdrantOfficial
Guidelines for optimizing Qdrant query throughput and scaling read capacity.
QdrantOfficial
A routing guide for navigating Qdrant scaling strategies based on specific performance symptoms.
QdrantOfficial
A systematic approach to calculating resource requirements for Qdrant deployments including RAM, disk, CPU, and node count.
QdrantOfficial
A guide for safely upgrading Qdrant server and SDK versions while maintaining data integrity and service availability.
QdrantOfficial
Expert guidance on diagnosing and executing horizontal scaling strategies for Qdrant vector databases.
QdrantOfficial
A guide to Qdrant client SDKs and API resources for vector database integration.
QdrantOfficial
Implement Qdrant Relevance Feedback to improve vector search quality by distilling feedback model signals directly into the search process.
QdrantOfficial
Diagnose and resolve performance bottlenecks in Qdrant vector database ingestion and indexing processes.
QdrantOfficial
A diagnostic guide for selecting and implementing advanced search strategies in Qdrant to improve retrieval quality.
QdrantOfficial
A guide to optimizing Qdrant query latency through configuration, memory management, and hardware selection.
QdrantOfficial
Best practices for implementing sliding time window data retention and rotation in Qdrant.
QdrantOfficial
Provides guidance on implementing and configuring hybrid search patterns within Qdrant.
QdrantOfficial
Best practices and architectural patterns for building applications with the embedded Qdrant Edge vector engine.
QdrantOfficial
A routing hub for accessing specialized Qdrant performance tuning guidance.
MongoDBOfficial
Expert guidance for optimizing MongoDB client connection pools, timeouts, and lifecycle patterns across all supported drivers.
MongoDBOfficial
Expert guidance for implementing and optimizing Atlas Search, Vector Search, and Hybrid Search in MongoDB.
MongoDBOfficial
Manage and operate MongoDB Atlas Stream Processing pipelines with automated lifecycle and diagnostic tools.
MongoDBOfficial
Expert guidance on MongoDB schema design patterns, anti-patterns, and performance optimization strategies.
MongoDBOfficial
Generate read-only MongoDB queries and aggregation pipelines using natural language with schema-aware context.