Manage Qdrant vector databases; optimize HNSW indexing, payload filtering, hybrid dense-sparse search, and high-dimensional collection schemas.
Install
npx skills add alivirgo/Major-AI-Skills --skill qdrantnpx skills add alivirgo/Major-AI-Skills --skill qdrant -a claude-code -gnpx skills add alivirgo/Major-AI-Skills --skill qdrant -a codex -ggemini skills install https://github.com/alivirgo/Major-AI-Skills.git --path skills/qdrantgh skill install alivirgo/Major-AI-Skills qdrantgit clone --depth 1 https://github.com/alivirgo/Major-AI-Skills /tmp/alivirgo__Major-AI-Skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/alivirgo__Major-AI-Skills/skills/qdrant ~/.claude/skills/qdrant # Claude Code
cp -R /tmp/alivirgo__Major-AI-Skills/skills/qdrant ~/.agents/skills/qdrant # Codex, Cursor, Gemini CLI, Copilot, OpenCode