Qdrant Skills plugin: what it installs and how to add it
Provides coding guidance for Qdrant vector search, from SDK usage and deployment to scaling, monitoring and search quality.
From the Marketplace: claude-plugins-official marketplace
Install
> /plugin install qdrant-skills@claude-plugins-officialRun it inside Claude Code. The official marketplace is already known, so there is nothing to add first.
What is inside
- 32skills
About this plugin
This skill set helps coding agents make engineering decisions when building with Qdrant vector search. It covers scaling, performance and memory optimisation, search quality, monitoring, deployment, edge use, multitenancy, model migration, version upgrades and sizing.
Use it when working with Qdrant across Python, TypeScript, Rust, Go, .NET or Java. The skills provide problem-focused guidance for issues such as slow searches, high query volume, tenant isolation, hybrid search and migration between embedding models.
What's inside
- 32 skills, including Qdrant SDK guidance, deployment options, scaling, performance optimisation, search quality, monitoring, multitenancy, model migration, sizing and version upgrades
- No slash commands, agents, hooks or MCP servers
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Skills, not plugins
Prefer a single skill for data work? 83 skills in the same category, each installed on its own.