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OpenClaw Multi-Agent System — Build Guide

Build a personal AI agent system on macOS that runs 24/7, managed via Telegram.

This guide documents real-world experience building and operating a multi-agent system with OpenClaw on a Mac Mini. Every lesson comes from production use — not theory.

What You’ll Build

3 AI agents that automate your daily life, split by domain of concern:

• Personal Agent — email triage, calendar, meeting prep, expenses, Goodreads, Typefully
• Research Agent — web research (Crawl4AI), Reddit/YouTube/Facebook digests, critical writing
• Kioku Agent — emotional companion, health check-ins, long-term memory (knowledge graph)

All controlled via Telegram. All running on your Mac. ~$11/month API cost.

Guide Structure

Getting Started

1. Prerequisites & Installation — Hardware, software, first agent
2. Architecture Overview — How OpenClaw works, key concepts
3. Your First Agent — SOUL.md, TOOLS.md, Telegram bot setup

Core Skills

1. Google Workspace Integration — Gmail, Calendar, Drive, Sheets, Tasks
2. Browser Automation — Playwright for Goodreads, Facebook
3. Cron Jobs & Scheduling — Automated workflows, delivery, troubleshooting

Advanced

1. Multi-Agent Design — 3-agent split by domain of concern
2. 3 Agent Profiles — Detailed tools, workflows & diagrams for each agent
3. Model Selection — Unified M2.7, fallback chains, local models
4. Memory System — Kioku-lite, tri-hybrid search, knowledge graph
5. Operational Playbook — Debugging, common errors, maintenance

Recipes

1. Recipe: Morning Briefing
2. Recipe: Email Triage
3. Recipe: Content Digest
4. Recipe: Book Tracker
5. Recipe: Expense Tracker

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Quick Start (5 minutes)

# Install OpenClaw
brew install openclaw

# Create your first agent
openclaw init

# Start the gateway
openclaw gateway start

# Chat with your agent on Telegram!

Read Prerequisites & Installation for the full setup.

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Built with lessons from 2+ months of daily production use. Contribute on GitHub.