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agent-creativity / build-agentic-local-brain.md
Last active May 2, 2026 19:48
Building a Local-First Knowledge Brain System — LocalBrain — Based on Agent + IM + Skill + CLI

Two weekends, 110 commits, an AI virtual team — How I collaborated with AI to build a local LLM knowledge management product from scratch, Agentic Local Brain. Works even better with QoderWork + XiaoQ. Details: https://github.com/agent-creativity/agentic-local-brain


Introduction: A ten-thousand-word deep dive. Feel free to skim through the section images and table of contents to get the gist, then dive into specific chapters when you have time.

Quick Start

In your desktop agent (OpenClaw / Hermes / Claude / Qoder / Codex / Trae, etc.), simply send the following message to start building your local brain: