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From qdrant
Guides Qdrant monitoring and observability setup, covering Prometheus/Grafana integration, health checks, and debugging production issues with metrics.
How this skill is triggered — by the user, by Claude, or both
Slash command
/qdrant:qdrant-monitoringThis skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
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.
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.
Prometheus scraping, health probes, Hybrid Cloud specifics, alerting, and log centralization. Monitoring Setup
Optimizer stuck, memory growth, slow requests. Using metrics to diagnose active production issues. Debugging with Metrics
npx claudepluginhub qdrant/skills --plugin qdrantGuides Qdrant scaling decisions for data volume, query throughput, latency, and query volume. Use when data doesn't fit on one node, cluster is slow, or capacity needs assessment.
Provides PromQL query patterns, alerting rules, and Grafana Cloud Metrics integration for monitoring and observability workflows.
Sets up ClickHouse monitoring with system table queries for query performance/merge health/resource usage, Prometheus metrics, Grafana dashboards, and alerting.