Qdrant Scaling is a well-rated Claude Code skill (quality score 85/100) in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/qdrant-scaling/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizontal', 'how to shard', or 'need to add capacity'.
The Qdrant Scaling skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. 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-scaling curl -L https://claudskills.com/skills/qdrant-scaling/SKILL.md \ -o ~/.claude/skills/qdrant-scaling/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/qdrant-scaling/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/qdrant-scaling/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\qdrant-scaling\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.
Browse all General skills in the ClaudSkills registry, or explore these top-rated picks from the same category:
Part of Acreator Store — Adam Lankamer's AI tools: GifPerfect · AspectPerfect · SlomoPerfect · Ucaption · UTagger · AutoXPoster · TestYourSkills