Qdrant Monitoring is a well-rated Claude Code skill (quality score 85/100) in the databases sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/qdrant-monitoring/ and loads when your prompt matches the skill's trigger.
When to invoke it: 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.
The Qdrant Monitoring skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.
mkdir -p ~/.claude/skills/qdrant-monitoring curl -L https://claudskills.com/skills/qdrant-monitoring/SKILL.md \ -o ~/.claude/skills/qdrant-monitoring/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/qdrant-monitoring/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/qdrant-monitoring/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\qdrant-monitoring\SKILL.md on Windows. See the full install guide for step-by-step instructions.
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
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