Run AI agents 24/7 while you sleep - The Tmux Orchestrator enables Claude agents to work autonomously, schedule their own check-ins, and coordinate across multiple projects without human intervention.

🤖 Key Capabilities & Autonomous Features

• Self-trigger - Agents schedule their own check-ins and continue work autonomously
• Coordinate - Project managers assign tasks to engineers across multiple codebases
• Persist - Work continues even when you close your laptop
• Scale - Run multiple teams working on different projects simultaneously

🏗️ Architecture

The Tmux Orchestrator uses a three-tier hierarchy to overcome context window limitations:

┌─────────────┐
│ Orchestrator│ ← You interact here
└──────┬──────┘
       │ Monitors & coordinates
       ▼
┌─────────────┐     ┌─────────────┐
│  Project    │     │  Project    │
│  Manager 1  │     │  Manager 2  │ ← Assign tasks, enforce specs
└──────┬──────┘     └──────┬──────┘
       │                   │
       ▼                   ▼
┌─────────────┐     ┌─────────────┐
│ Engineer 1  │     │ Engineer 2  │ ← Write code, fix bugs
└─────────────┘     └─────────────┘

Why Separate Agents?

• Limited context windows - Each agent stays focused on its role
• Specialized expertise - PMs manage, engineers code
• Parallel work - Multiple engineers can work simultaneously
• Better memory - Smaller contexts mean better recall

📸 Examples in Action

Project Manager Coordination

The orchestrator creating and briefing a new project manager agent

Status Reports & Monitoring

Real-time status updates from multiple agents working in parallel

Tmux Communication

How agents communicate across tmux windows and sessions

Project Completion

Successful project completion with all tasks verified and committed

🎯 Quick Start

Option 1: Basic Setup (Single Project)

# 1. Create a project spec
cat > project_spec.md << 'EOF'
PROJECT: My Web App
GOAL: Add user authentication system
CONSTRAINTS:
- Use existing database schema
- Follow current code patterns  
- Commit every 30 minutes
- Write tests for new features

DELIVERABLES:
1. Login/logout endpoints
2. User session management
3. Protected route middleware
EOF

# 2. Start tmux session
tmux new-session -s my-project

# 3. Start project manager in window 0
claude

# 4. Give PM the spec and let it create an engineer
"You are a Project Manager. Read project_spec.md and create an engineer 
in window 1 to implement it. Schedule check-ins every 30 minutes."

# 5. Schedule orchestrator check-in
./schedule_with_note.sh 30 "Check PM progress on auth system"

Option 2: Full Orchestrator Setup

# Start the orchestrator
tmux new-session -s orchestrator
claude

# Give it your projects
"You are the Orchestrator. Set up project managers for:
1. Frontend (React app) - Add dashboard charts
2. Backend (FastAPI) - Optimize database queries
Schedule yourself to check in every hour."

✨ Key Features

🔄 Self-Scheduling Agents

Agents can schedule their own check-ins using:

./schedule_with_note.sh 30 "Continue dashboard implementation"

👥 Multi-Agent Coordination

• Project managers communicate with engineers
• Orchestrator monitors all project managers
• Cross-project knowledge sharing

💾 Automatic Git Backups

• Commits every 30 minutes of work
• Tags stable versions
• Creates feature branches for experiments

📊 Real-Time Monitoring

• See what every agent is doing
• Intervene when needed
• Review progress across all projects

📋 Best Practices

Writing Effective Specifications

PROJECT: E-commerce Checkout
GOAL: Implement multi-step checkout process

CONSTRAINTS:
- Use existing cart state management
- Follow current design system
- Maximum 3 API endpoints
- Commit after each step completion

DELIVERABLES:
1. Shipping address form with validation
2. Payment method selection (Stripe integration)
3. Order review and confirmation page
4. Success/failure handling

SUCCESS CRITERIA:
- All forms validate properly
- Payment processes without errors  
- Order data persists to database
- Emails send on completion

Git Safety Rules

1. Before Starting Any Task

   git checkout -b feature/[task-name]
   git status  # Ensure clean state

2. Every 30 Minutes

   git add -A
   git commit -m "Progress: [what was accomplished]"

3. When Task Completes

   git tag stable-[feature]-[date]
   git checkout main
   git merge feature/[task-name]

🚨 Common Pitfalls & Solutions

Pitfall	Consequence	Solution
Vague instructions	Agent drift, wasted compute	Write clear, specific specs
No git commits	Lost work, frustrated devs	Enforce 30-minute commit rule
Too many tasks	Context overload, confusion	One task per agent at a time
No specifications	Unpredictable results	Always start with written spec
Missing checkpoints	Agents stop working	Schedule regular check-ins

🛠️ How It Works

The Magic of Tmux

Tmux (terminal multiplexer) is the key enabler because:

• It persists terminal sessions even when disconnected
• Allows multiple windows/panes in one session
• Claude runs in the terminal, so it can control other Claude instances
• Commands can be sent programmatically to any window

💬 Simplified Agent Communication

We now use the send-claude-message.sh script for all agent communication:

# Send message to any Claude agent
./send-claude-message.sh session:window "Your message here"

# Examples:
./send-claude-message.sh frontend:0 "What's your progress on the login form?"
./send-claude-message.sh backend:1 "The API endpoint /api/users is returning 404"
./send-claude-message.sh project-manager:0 "Please coordinate with the QA team"

The script handles all timing complexities automatically, making agent communication reliable and consistent.

Scheduling Check-ins

# Schedule with specific, actionable notes
./schedule_with_note.sh 30 "Review auth implementation, assign next task"
./schedule_with_note.sh 60 "Check test coverage, merge if passing"
./schedule_with_note.sh 120 "Full system check, rotate tasks if needed"

Important: The orchestrator needs to know which tmux window it's running in to schedule its own check-ins correctly. If scheduling isn't working, verify the orchestrator knows its current window with:

echo "Current window: $(tmux display-message -p "#{session_name}:#{window_index}")"

🎓 Advanced Usage

Multi-Project Orchestration

# Start orchestrator
tmux new-session -s orchestrator

# Create project managers for each project
tmux new-window -n frontend-pm
tmux new-window -n backend-pm  
tmux new-window -n mobile-pm

# Each PM manages their own engineers
# Orchestrator coordinates between PMs

Cross-Project Intelligence

The orchestrator can share insights between projects:

• "Frontend is using /api/v2/users, update backend accordingly"
• "Authentication is working in Project A, use same pattern in Project B"
• "Performance issue found in shared library, fix across all projects"

📚 Core Files

• send-claude-message.sh - Simplified agent communication script
• schedule_with_note.sh - Self-scheduling functionality
• tmux_utils.py - Tmux interaction utilities
• CLAUDE.md - Agent behavior instructions
• LEARNINGS.md - Accumulated knowledge base

🤝 Contributing & Optimization

The orchestrator evolves through community discoveries and optimizations. When contributing:

1. Document new tmux commands and patterns in CLAUDE.md
2. Share novel use cases and agent coordination strategies
3. Submit optimizations for claudes synchronization
4. Keep command reference up-to-date with latest findings
5. Test improvements across multiple sessions and scenarios

Key areas for enhancement:

• Agent communication patterns
• Cross-project coordination
• Novel automation workflows

📄 License

MIT License - Use freely but wisely. Remember: with great automation comes great responsibility.

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"The tools we build today will program themselves tomorrow" - Alan Kay, 1971