Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from my dataset but they're there', 'retrieval quality is not good enough', 'results too similar', 'need diversity', 'MMR', 'relevance feedback', 'recommendation API', 'discovery API', 'ColBERT…
Install
npx skills add github/awesome-copilot --skill qdrant-search-strategiesnpx skills add github/awesome-copilot --skill qdrant-search-strategies -a claude-code -gnpx skills add github/awesome-copilot --skill qdrant-search-strategies -a codex -ggemini skills install https://github.com/github/awesome-copilot.git --path skills/qdrant-search-quality/search-strategiesgh skill install github/awesome-copilot qdrant-search-strategiesgit 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-search-quality/search-strategies ~/.claude/skills/qdrant-search-strategies # Claude Code
cp -R /tmp/github__awesome-copilot/skills/qdrant-search-quality/search-strategies ~/.agents/skills/qdrant-search-strategies # Codex, Cursor, Gemini CLI, Copilot, OpenCode