Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shards?', 'how to add nodes', 'resharding', 'data doesn't fit', or 'need more capacity'. Also use when data growth outpaces current deployment.
Install
npx skills add github/awesome-copilot --skill qdrant-horizontal-scalingnpx skills add github/awesome-copilot --skill qdrant-horizontal-scaling -a claude-code -gnpx skills add github/awesome-copilot --skill qdrant-horizontal-scaling -a codex -ggemini skills install https://github.com/github/awesome-copilot.git --path skills/qdrant-scaling/scaling-data-volume/horizontal-scalinggh skill install github/awesome-copilot qdrant-horizontal-scalinggit 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-data-volume/horizontal-scaling ~/.claude/skills/qdrant-horizontal-scaling # Claude Code
cp -R /tmp/github__awesome-copilot/skills/qdrant-scaling/scaling-data-volume/horizontal-scaling ~/.agents/skills/qdrant-horizontal-scaling # Codex, Cursor, Gemini CLI, Copilot, OpenCode