# qdrant

Agent skills for building with Qdrant vector search Skills encode deep Qdrant knowledge so coding agents can make the engineering decisions that determine whether vector search works well: quantization, sharding, tenant isolation, hybrid search, model

- Tier: Indexed (plain plugin)
- Category: Development
- Page: https://www.flowy.sh/listings/qdrant-skills
- Source: https://github.com/qdrant/skills
- Price: free and open source

## Summary
qdrant is a Claude Code plugin with 29 hand-picked skills for development work, indexed on Flowy. Install it with the command on its page. It includes qdrant-clients-sdk, qdrant-deployment-options, qdrant-edge. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.

## Install (Claude Code)
```
/plugin marketplace add qdrant/skills
/plugin install qdrant@qdrant
```

## Skills
- qdrant-clients-sdk
- qdrant-deployment-options
- qdrant-edge
- qdrant-model-migration
- qdrant-monitoring
- debugging
- setup
- qdrant-multitenancy
- qdrant-performance-optimization
- indexing-performance-optimization
- memory-usage-optimization
- search-speed-optimization
- qdrant-scaling
- minimize-latency
- scaling-data-volume
- horizontal-scaling
- sliding-time-window
- tenant-scaling
- vertical-scaling
- scaling-qps
- scaling-query-volume
- qdrant-search-quality
- diagnosis
- search-strategies
- hybrid-search
- combining-searches
- search-types
- relevance-feedback
- qdrant-version-upgrade

## FAQ

### What is qdrant?
Agent skills for building with Qdrant vector search Skills encode deep Qdrant knowledge so coding agents can make the engineering decisions that determine whether vector search works well: quantization, sharding, tenant isolation, hybrid search, model

### How do I install qdrant?
Run these in Claude Code: /plugin marketplace add qdrant/skills then /plugin install qdrant@qdrant. Then prompt normally.

### Does qdrant auto-invoke its skills?
Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.

### Is qdrant free?
Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.