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', 'set up alerts', 'cluster health check', or needs to set up Prometheus, Grafana, health checks, or log centralization. Also use when debugging production issues that require metric analysis.
Install
npx skills add qdrant/skills --skill qdrant-monitoringnpx skills add qdrant/skills --skill qdrant-monitoring -a claude-code -gnpx skills add qdrant/skills --skill qdrant-monitoring -a codex -ggemini skills install https://github.com/qdrant/skills.git --path skills/qdrant-monitoringgh skill install qdrant/skills qdrant-monitoringgit clone --depth 1 https://github.com/qdrant/skills /tmp/qdrant__skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/qdrant__skills/skills/qdrant-monitoring ~/.claude/skills/qdrant-monitoring # Claude Code
cp -R /tmp/qdrant__skills/skills/qdrant-monitoring ~/.agents/skills/qdrant-monitoring # Codex, Cursor, Gemini CLI, Copilot, OpenCode