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qdrant-monitoring

github/qdrant-monitoring · Agent Skill

by GitHub (Microsoft) · single

Published · Last updated

Guides monitoring and observability setup for Qdrant vector search deployments, including Prometheus scraping, health checks, and metric-based debugging of production issues.

SKILL.md

Qdrant Monitoring

Qdrant monitoring allows tracking performance and health of your deployment, and identifying issues before they become outages. First determine whether you need to set up monitoring or diagnose an active issue.

Monitoring Setup

Prometheus scraping, health probes, Hybrid Cloud specifics, alerting, and log centralization. Monitoring Setup

Debugging with Metrics

Optimizer stuck, memory growth, slow requests. Using metrics to diagnose active production issues. Debugging with Metrics

github/awesome-copilot/tree/main/skills/qdrant-monitoring commit · e986f49695

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Frequently asked questions

How do I install the qdrant-monitoring skill?

Run npx skillmds add github/qdrant-monitoring in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the qdrant-monitoring skill do?

Guides monitoring and observability setup for Qdrant vector search deployments, including Prometheus scraping, health checks, and metric-based debugging of production issues. It is listed under DevOps & Infra, Coding & Dev Tools, Data & Analytics, Monitoring & Observability, SQL & Databases on SkillMD.

Is qdrant-monitoring safe to use?

SkillMD's automated safety review verdict for this skill is PASS. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: makes network calls. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with qdrant-monitoring?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is qdrant-monitoring free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published qdrant-monitoring?

GitHub (Microsoft) (@github) published this skill as a verified publisher. Their other Agent Skills are listed on their SkillMD profile.