Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'throughput too low', 'filtered search is slow', or 'search was fast but now it's slow'. Also use when search performance degrades after config changes or data growth.
Install
npx skills add github/awesome-copilot --skill qdrant-search-speed-optimizationnpx skills add github/awesome-copilot --skill qdrant-search-speed-optimization -a claude-code -gnpx skills add github/awesome-copilot --skill qdrant-search-speed-optimization -a codex -ggemini skills install https://github.com/github/awesome-copilot.git --path skills/qdrant-performance-optimization/search-speed-optimizationgh skill install github/awesome-copilot qdrant-search-speed-optimizationgit 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-performance-optimization/search-speed-optimization ~/.claude/skills/qdrant-search-speed-optimization # Claude Code
cp -R /tmp/github__awesome-copilot/skills/qdrant-performance-optimization/search-speed-optimization ~/.agents/skills/qdrant-search-speed-optimization # Codex, Cursor, Gemini CLI, Copilot, OpenCode