skills.rest
SpillwaveSolutionsSpillwaveSolutionsOfficial·3 Agent Skills Included

agent-brain

Semantic and keyword search over docs and codebases

Indexes documentation and source code, then answers natural-language questions using hybrid, vector, keyword, and knowledge-graph search. Eliminates manual digging through folders, wikis, and code files to find how things work. Runs as a local server with CLI and plugin commands, supports multiple embedding providers, and works fully offline with Ollama.
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npx skills add SpillwaveSolutions/agent-brain --all -g -y
Available:

Gives the agent the monorepo layout, build and test commands, CLI reference, and mandatory quality checks to run before pushing any code changes.

All Skills in This Repository (3)

Pure Emerald Level Indicators
📦 In Repo
SpillwaveSolutionsSpillwaveSolutions

Local Install Skill

Build and install Agent Brain CLI and server locally with Python 3.11, Poetry, and uv.

Official
Advanced
📦 In Repo
SpillwaveSolutionsSpillwaveSolutions

using-agent-brain

Search indexed documents across BM25, vector, hybrid, and graph modes.

Official
Advanced
📦 In Repo
SpillwaveSolutionsSpillwaveSolutions

configuring-agent-brain

Install and configure Agent Brain for document search with pluggable providers.

Official
Advanced

Frequently Asked Questions

FAQPage Schema
How to install Agent Brain?▼

Run `npx skills add SpillwaveSolutions/agent-brain --all -g -y` in your terminal to install all skills in this suite globally.

What does Agent Brain do?▼

It indexes your documentation and source code, then lets you search it with natural language using hybrid, semantic, keyword, and knowledge-graph modes.

Can Agent Brain run without API keys?▼

Yes. Configure Ollama as the embedding and summarization provider to run everything locally and offline at no cost.

Does Agent Brain work with Claude Code and other runtimes?▼

Yes. It ships a Claude Code plugin plus install commands for OpenCode, Codex, and an MCP server for clients like Cursor and Claude Desktop.

Which search mode should I use?▼

Use hybrid for general questions, BM25 for exact terms like error codes, vector for concepts, and graph mode for dependency questions like what calls a function.

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