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Multi-Agent Workflow Workshop

A workshop project exploring Multi-Agent Workflow (MAW), voice notifications, and Claude Code subagents. Built through iterative learning - each failure became a feature, each correction became documentation.

What This Project Explores

1. Multi-Agent Workflow (MAW)

Run multiple AI agents (Claude, Codex) in parallel using git worktrees and tmux.

agents/
├── 1/    # Agent 1 worktree (branch: agents/1)
├── 2/    # Agent 2 worktree (branch: agents/2)
└── 3/    # Agent 3 worktree (branch: agents/3)

2. Voice Notification System

macOS speech integration with unique voices per agent.

Agent Voice Rate
Main Samantha 195
Agent 1 Daniel (British) 220
Agent 2 Karen (Australian) 220
Agent 3 Rishi (Indian) 220

3. Claude Code Subagents

Custom AI agents defined in .claude/agents/:

Subagent Purpose Model
thai-translator Translate retrospectives EN → TH sonnet
multi-agent-workflow-monitor Check worktree/lock status haiku
maw-orchestrator Start MAW and spawn agents -
voice-system-analyzer Analyze voice notification system -
retrospective-reflector Review and improve retrospectives -
book-writer Write narrative documentation -

4. The Golden Rule

Safety principles for multi-agent coordination:

Know who you are (main or agent), sync from the right source (remote or local main), never force anything (-f), respect all boundaries (stay in your worktree).

Quick Start

# Setup MAW agents
.agents/setup.sh

# Launch tmux session
.agents/start-agents.sh profile0

# Smart sync all agents
scripts/smart-sync.sh

Project Structure

.
├── .claude/
│   ├── agents/              # 9 custom subagents
│   ├── commands/            # 17+ slash commands
│   └── settings.json        # Hook configuration
├── .agents/                 # MAW toolkit
│   ├── agents.yaml          # Agent registry
│   ├── profiles/            # Tmux layouts (0-5)
│   └── scripts/             # Setup, start, sync
├── scripts/
│   ├── agent-voices.toml    # Voice configuration
│   ├── agent-*-notify.sh    # Notification hooks
│   ├── smart-sync.sh        # Intelligent sync
│   └── agent-lock.sh        # Lock mechanism
├── ψ-docs/                  # Technical documentation
├── ψ-learnings/             # Distilled wisdom
└── ψ-retrospectives/        # Session retrospectives

Key Documentation

Document Purpose
DEVELOPMENT-REPORT.md Project overview and timeline
CLAUDE-CODE-EXTENSIBILITY.md Subagents, commands, hooks
SMART-SYNC.md Intelligent agent synchronization
AI-SELF-LEARNING.md AI reading its own docs
SYNC-RULES.md Safety rules (450+ lines)

Voice Notifications

The system uses Claude Code hooks to announce agent activity:

# scripts/agent-voices.toml
[voices]
main = "Samantha"
agent_1 = "Daniel"
agent_2 = "Karen"
agent_3 = "Rishi"

Hooks configured:

  • SessionStart → Announce session beginning
  • Stop → Announce agent completion
  • SubagentStop → Announce subagent completion

Speech queue prevents overlapping announcements.

Subagent Usage

# In Claude Code, subagents are auto-invoked or use Task tool:
Task(subagent_type="thai-translator", prompt="Translate this retrospective")
Task(subagent_type="multi-agent-workflow-monitor", prompt="Check agent status")

Learnings

Key insights from development:

  1. 001-force-push: Safety rules are infrastructure, not guidelines
  2. 002-golden-rule: Distill complexity into memorable principles
  3. 003-upstream-first: Create upstream issues instead of local patches
  4. 004-psi-naming: Use ψ (psi) prefix for meta-directories

Metrics

Metric Count
Retrospectives 20+
Commits 30+
Slash commands 17+
Scripts 6
Subagents 9
Voices configured 4

Philosophy

"The system works not because it was perfectly designed from the start, but because each iteration learned from the last. Each failure became a feature. Each correction became documentation."


Period: November 30 - December 6, 2025 Focus: Multi-agent coordination, voice notifications, AI self-improvement

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