using-agent-brain
OfficialMulti-mode docs search with Agent Brain
AuthorSpillwaveSolutions
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables rapid multi-mode searching of indexed documents across BM25, vector, hybrid, graph, and multi-mode retrieval for knowledge discovery in codebases and documentation.
Core Features & Use Cases
- BM25 keyword search for exact term hits in code, API references, and docs.
- Vector semantic search to uncover concepts, relationships, and semantically related content.
- Graph-based queries to explore function calls, imports, and dependencies within a codebase.
- Hybrid and multi-mode fusion to maximize recall across diverse content types.
- Use Case: quickly locate authentication references, trace dependencies, and surface related code paths across large repositories.
Quick Start
- Ensure the Agent Brain server is running and the index contains your documents.
- Run a query example: agent-brain query "how does authentication work" --mode hybrid --top-k 5.
- If graph context is needed, try: agent-brain query "what calls this function" --mode graph --top-k 10.
Dependency Matrix
Required Modules
httpx
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: using-agent-brain Download link: https://github.com/SpillwaveSolutions/agent-brain/archive/main.zip#using-agent-brain Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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