Expert Agent Brain skill for document search with BM25 keyword, semantic vector, hybrid, graph, and multi retrieval modes. Use when asked to "search documentation", "query domain", "find in docs", "bm25 search", "hybrid search", "semantic search", "graph search", "multi search", "find dependencies", "code relationships", "searching knowledge base", "querying indexed documents", "finding code references", "exploring codebase", "what calls this function", "find imports", "trace dependencies", "brain search", "brain query", "knowledge base search", "cache management", "clear embedding cache", "cache hit rate", or "cache status". Supports multi-instance architecture with automatic server discovery. GraphRAG mode enables relationship-aware queries for code dependencies and entity connections. Pluggable providers for embeddings (OpenAI, Cohere, Ollama) and summarization (Anthropic, OpenAI, Gemini, Grok, Ollama). Supports multiple runtimes (Claude Code, OpenCode, Gemini CLI) with shared .agent-brain/ data directory, plus MCP-aware clients (Claude Desktop, Cursor, Windsurf) via the agent-brain-mcp server.
How to install using-agent-brain?
spillwavesolutions/agent-brain/using-agent-brain
$npx -y skills add spillwavesolutions/agent-brain --skill using-agent-brainInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/spillwavesolutions/agent-brain" --skill "spillwavesolutions/agent-brain/using-agent-brain"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/spillwavesolutions/agent-brain" that are relevant to the current task. Run `npx skills add "https://github.com/spillwavesolutions/agent-brain"` and select the relevant skills, then follow their instructions.
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