Agent skill · data analytics · github
qdrant-monitoring
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.
Why this skill is useful
Provides specific guidance on Qdrant monitoring setup and metrics that the AI wouldn't reliably generate on its own.
What it needs
About 1k tokens when loaded. Last updated 2026-08-07. 37,534 stars on the source repository.
What this skill does
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. Understand available metrics Monitoring docs 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
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills github/qdrant-monitoring