Use when designing full-text search (Elasticsearch), vector search (Pinecone, Weaviate), RAG pipelines, or hybrid search systems — with evaluation metrics
Install
npx skills add k1lgor/virtual-company --skill 23-search-vector-architectnpx skills add k1lgor/virtual-company --skill 23-search-vector-architect -a claude-code -gnpx skills add k1lgor/virtual-company --skill 23-search-vector-architect -a codex -ggemini skills install https://github.com/k1lgor/virtual-company.git --path skills/23-search-vector-architectgh skill install k1lgor/virtual-company 23-search-vector-architectgit clone --depth 1 https://github.com/k1lgor/virtual-company /tmp/k1lgor__virtual-company
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/k1lgor__virtual-company/skills/23-search-vector-architect ~/.claude/skills/23-search-vector-architect # Claude Code
cp -R /tmp/k1lgor__virtual-company/skills/23-search-vector-architect ~/.agents/skills/23-search-vector-architect # Codex, Cursor, Gemini CLI, Copilot, OpenCode