Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis.
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Use qdrant-monitoring to create a monitoring setup plan for [Qdrant deployment], covering health and performance metrics, Prometheus scraping, health probes, alerting, and log centralization.
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[Qdrant deployment]
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SKILL.md
name: qdrant-monitoringdescription: "Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis."allowed-tools: - Read - Grep - Glob
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.