Guides Qdrant query volume scaling. Use when someone asks 'query returns too many results', 'scroll performance', 'large limit values', 'paginating search results', 'fetching many vectors', or 'high cardinality results'.
Install
npx skills add github/awesome-copilot --skill qdrant-scaling-query-volumenpx skills add github/awesome-copilot --skill qdrant-scaling-query-volume -a claude-code -gnpx skills add github/awesome-copilot --skill qdrant-scaling-query-volume -a codex -ggemini skills install https://github.com/github/awesome-copilot.git --path skills/qdrant-scaling/scaling-query-volumegh skill install github/awesome-copilot qdrant-scaling-query-volumegit clone --depth 1 https://github.com/github/awesome-copilot /tmp/github__awesome-copilot
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/github__awesome-copilot/skills/qdrant-scaling/scaling-query-volume ~/.claude/skills/qdrant-scaling-query-volume # Claude Code
cp -R /tmp/github__awesome-copilot/skills/qdrant-scaling/scaling-query-volume ~/.agents/skills/qdrant-scaling-query-volume # Codex, Cursor, Gemini CLI, Copilot, OpenCode