qdrant-monitoring-debugging

Quality score: 70/100 · Category: Engineering · Sub-category: databases

type:debug

Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency spike', or 'search was fast now it's slow'. Also use when performance degrades without obvious config changes.

What this skill does

qdrant-monitoring-debugging is a production-ready Claude Code skill (quality score 70/100) in the databases sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/debugging/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency spike', or 'search was fast now it's slow'. Also use when performance degrades without obvious config changes.

Who uses this skill

The qdrant-monitoring-debugging 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.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/debugging
curl -L https://claudskills.com/skills/debugging/SKILL.md \
  -o ~/.claude/skills/debugging/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/debugging/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/debugging/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\debugging\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

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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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

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