Agent Skills

info@qdrant.tech (Andrey Vasnetsov) — Mon, 01 Jan 0001 00:00:00 +0000

Agent Skills

Qdrant ships a set of agent skills: structured knowledge files that help your AI coding assistant think like a solutions architect, not just retrieve documentation.

Skills are hosted at skills.qdrant.tech.

The recommended way to get started is the Qdrant Advisor: install it once, then ask your agent about a Qdrant problem and it loads the matching guidance live.

You can also work with skills directly. Pass the skills.qdrant.tech URL to your agent and it will use it immediately, no installation required, which keeps your agent’s context focused on the problem at hand. Or, if you prefer to have skills available offline or without passing URLs manually, you can install them locally in your agent. Refer to this README for instructions.

Prompts in the Docs

info@qdrant.tech (Andrey Vasnetsov) — Mon, 01 Jan 0001 00:00:00 +0000

Prompts in the Docs

Qdrant documentation includes short, ready-to-use prompts on the pages where they are relevant: setting up monitoring on the monitoring page, diagnosing memory issues on the optimization page, and so on.

Each prompt is collapsed by default, requires no additional input, and tells your assistant which agent skill to load. The prompt defines the task; the skill provides the Qdrant-specific guidance needed to complete it.

This page lists all available prompts. Follow a link to jump to the prompt on the page that provides its context.

Agentic Tools on Qdrant - Vector Search Engine

Agent Skills

Agent Skills

Prompts in the Docs

Prompts in the Docs