Navigation hub linking sub-skills for proactive Qdrant tuning: search speed, indexing performance, and memory usage optimization. Use when planning configuration or capacity changes to improve speed and efficiency. For diagnosing an active production slowdown or analyzing live metrics, use qdrant-monitoring instead.
Install
npx skills add qdrant/skills --skill qdrant-performance-optimizationnpx skills add qdrant/skills --skill qdrant-performance-optimization -a claude-code -gnpx skills add qdrant/skills --skill qdrant-performance-optimization -a codex -ggemini skills install https://github.com/qdrant/skills.git --path skills/qdrant-performance-optimizationgh skill install qdrant/skills qdrant-performance-optimizationgit clone --depth 1 https://github.com/qdrant/skills /tmp/qdrant__skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/qdrant__skills/skills/qdrant-performance-optimization ~/.claude/skills/qdrant-performance-optimization # Claude Code
cp -R /tmp/qdrant__skills/skills/qdrant-performance-optimization ~/.agents/skills/qdrant-performance-optimization # Codex, Cursor, Gemini CLI, Copilot, OpenCode