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Marcus AI

Introduction to Marcus
Quickstart Guide
Core Concepts
Setting Up Local LLMs with Marcus
Guides
The Complete Agent-Marcus Interaction Flow
What Happens When an Agent Registers
What Happens When an Agent Requests a Task
What Happens When an Agent Reports Task Progress
Dependency Validation System Internals
What Happens When an Agent Requests Task Context
What Happens When an Agent Reports a Blocker
What Happens When You Create a Project
What Happens When Someone Queries Project Status
System Health & Diagnostics: Marcus Monitoring Intelligence
Guide: Using Hierarchical Task Decomposition
SQLite Kanban Provider
What Happens When an Agent Logs a Decision
Artifact Tracking System Internals
Memory System: Four-Tier Learning Intelligence
What Happens When Someone Queries Agent Status
Agent Support Tools: Context, Logging & System Intelligence
What Happens When an Agent Pings Marcus
Contributing to Marcus
Local Development Setup
Development Workflow Guide
Marcus Configuration Reference
API Reference
MCP Tools Reference
Python API Reference
Data Models
Error Handling
🏗️ Marcus System Architecture Documentation
Intelligence Systems
Coordination Systems
Project Management Systems
Architecture Systems
Infrastructure Systems
Quality Systems
Concepts
Marcus: A Stoic Approach to Multi-Agent Software Development
Marcus Core Values
Contract-First Task Decomposition
Marcus Evolution: From Project Creation to Universal Software Engineering Assistant
Marcus Public Release Roadmap

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