Does Agent Brain support GraphRAG?

Yes, this configuration skill includes specific instructions for enabling GraphRAG support using simple or Kuzu backends to improve context retrieval through relationship mapping.

What is the difference between this skill and 'using-agent-brain'?

This skill focuses on installation, provider setup, and server initialization, whereas 'using-agent-brain' is used for performing queries and optimizing search results once the system is live.

How do I verify my configuration is correct?

You can run the 'agent-brain verify' command through this skill to perform an automated check of your API keys, server health, and document index status.

Can I run Agent Brain entirely offline?

Yes, by configuring the skill to use Ollama for both embeddings and summarization, you can maintain a fully local and private search system with no external API calls.

How should I securely store my API keys?

The skill recommends using environment variables or a local config.yaml file with restricted permissions (chmod 600) and ensures these files are added to your .gitignore to prevent accidental exposure.

Agent Brain Configuration

Name: Agent Brain Configuration
Author: SpillwaveSolutions

bySpillwaveSolutions

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Data Science & ML

Streamlines the installation, provider configuration, and initialization of the Agent Brain RAG system for local or cloud-based document search.

This skill provides a comprehensive framework for setting up Agent Brain, a private Retrieval-Augmented Generation (RAG) system designed to provide a reliable source of truth for AI agents. It guides users through installing the necessary CLI and RAG packages, configuring diverse embedding and summarization providers such as OpenAI, Anthropic, or local-first Ollama, and initializing project-specific vector stores. Whether you are building a privacy-focused local search engine or a high-performance cloud-based knowledge base, this skill ensures your environment is correctly tuned with support for advanced features like GraphRAG and hybrid search modes.

Key Features

01Dual-mode configuration via YAML files or environment variables

02GraphRAG integration for extracting and querying semantic relationships

03Local-first deployment paths for air-gapped or privacy-sensitive projects

04Automated project initialization and environment health verification

05Pluggable provider support for OpenAI, Anthropic, Ollama, Gemini, and Cohere

0647 GitHub stars

Use Cases

01Initializing GraphRAG to map complex code dependencies and architectural relationships

02Setting up a private document search engine for internal software documentation

03Configuring a local RAG system using Ollama to process sensitive data without cloud APIs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add spillwavesolutions/agent-brain configuring-agent-brain

For use in Claude.ai and ChatGPT

Download Skill