kieranklaassen/SKILL.md

## SKILL.md

      
    Raw
  

              SKILL.md
            
          
  name
  description
  
  
  orchestrating-swarms
  Master multi-agent orchestration using Claude Code's TeammateTool and Task system. Use when coordinating multiple agents, running parallel code reviews, creating pipeline workflows with dependencies, building self-organizing task queues, or any task benefiting from divide-and-conquer patterns.
  
  
Claude Code Swarm Orchestration

Master multi-agent orchestration using Claude Code's TeammateTool and Task system.

Primitives


Primitive
What It Is
File Location


Agent
A Claude instance that can use tools. You are an agent. Subagents are agents you spawn.
N/A (process)


Team
A named group of agents working together. One leader, multiple teammates.
~/.claude/teams/{name}/config.json


Teammate
An agent that joined a team. Has a name, color, inbox. Spawned via Task with team_name + name.
Listed in team config


Leader
The agent that created the team. Receives teammate messages, approves plans/shutdowns.
First member in config


Task
A work item with subject, description, status, owner, and dependencies.
~/.claude/tasks/{team}/N.json


Inbox
JSON file where an agent receives messages from teammates.
~/.claude/teams/{name}/inboxes/{agent}.json


Message
A JSON object sent between agents. Can be text or structured (shutdown_request, idle_notification, etc).
Stored in inbox files


Backend
How teammates run. Auto-detected: in-process (same Node.js, invisible), tmux (separate panes, visible), iterm2 (split panes in iTerm2). See Spawn Backends.
Auto-detected based on environment


How They Connect


      flowchart TB
    subgraph TEAM[TEAM]
        Leader[Leader - you]
        T1[Teammate 1]
        T2[Teammate 2]

        Leader <-->|messages via inbox| T1
        Leader <-->|messages via inbox| T2
        T1 <-.->|can message| T2
    end

    subgraph TASKS[TASK LIST]
        Task1["#1 completed: Research<br/>owner: teammate1"]
        Task2["#2 in_progress: Implement<br/>owner: teammate2"]
        Task3["#3 pending: Test<br/>blocked by #2"]
    end

    T1 --> Task1
    T2 --> Task2
    Task2 -.->|unblocks| Task3

    
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Lifecycle


      flowchart LR
    A[1. Create Team] --> B[2. Create Tasks]
    B --> C[3. Spawn Teammates]
    C --> D[4. Work]
    D --> E[5. Coordinate]
    E --> F[6. Shutdown]
    F --> G[7. Cleanup]

    
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Message Flow


      sequenceDiagram
    participant L as Leader
    participant T1 as Teammate 1
    participant T2 as Teammate 2
    participant Tasks as Task List

    L->>Tasks: TaskCreate (3 tasks)
    L->>T1: spawn with prompt
    L->>T2: spawn with prompt

    T1->>Tasks: claim task #1
    T2->>Tasks: claim task #2

    T1->>Tasks: complete #1
    T1->>L: send findings (inbox)

    Note over Tasks: #3 auto-unblocks

    T2->>Tasks: complete #2
    T2->>L: send findings (inbox)

    L->>T1: requestShutdown
    T1->>L: approveShutdown
    L->>T2: requestShutdown
    T2->>L: approveShutdown

    L->>L: cleanup

    
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Table of Contents


Core Architecture
Two Ways to Spawn Agents
Built-in Agent Types
Plugin Agent Types
TeammateTool Operations
Task System Integration
Message Formats
Orchestration Patterns
Environment Variables
Spawn Backends
Error Handling
Complete Workflows


Core Architecture

How Swarms Work

A swarm consists of:

Leader (you) - Creates team, spawns workers, coordinates work
Teammates (spawned agents) - Execute tasks, report back
Task List - Shared work queue with dependencies
Inboxes - JSON files for inter-agent messaging

File Structure

~/.claude/teams/{team-name}/
├── config.json              # Team metadata and member list
└── inboxes/
    ├── team-lead.json       # Leader's inbox
    ├── worker-1.json        # Worker 1's inbox
    └── worker-2.json        # Worker 2's inbox

~/.claude/tasks/{team-name}/
├── 1.json                   # Task #1
├── 2.json                   # Task #2
└── 3.json                   # Task #3

Team Config Structure

{
  "name": "my-project",
  "description": "Working on feature X",
  "leadAgentId": "team-lead@my-project",
  "createdAt": 1706000000000,
  "members": [
    {
      "agentId": "team-lead@my-project",
      "name": "team-lead",
      "agentType": "team-lead",
      "color": "#4A90D9",
      "joinedAt": 1706000000000,
      "backendType": "in-process"
    },
    {
      "agentId": "worker-1@my-project",
      "name": "worker-1",
      "agentType": "Explore",
      "model": "haiku",
      "prompt": "Analyze the codebase structure...",
      "color": "#D94A4A",
      "planModeRequired": false,
      "joinedAt": 1706000001000,
      "tmuxPaneId": "in-process",
      "cwd": "/Users/me/project",
      "backendType": "in-process"
    }
  ]
}

Two Ways to Spawn Agents

Method 1: Task Tool (Subagents)

Use Task for short-lived, focused work that returns a result:
Task({
  subagent_type: "Explore",
  description: "Find auth files",
  prompt: "Find all authentication-related files in this codebase",
  model: "haiku"  // Optional: haiku, sonnet, opus
})
Characteristics:

Runs synchronously (blocks until complete) or async with run_in_background: true
Returns result directly to you
No team membership required
Best for: searches, analysis, focused research

Method 2: Task Tool + team_name + name (Teammates)

Use Task with team_name and name to spawn persistent teammates:
// First create a team
Teammate({ operation: "spawnTeam", team_name: "my-project" })

// Then spawn a teammate into that team
Task({
  team_name: "my-project",        // Required: which team to join
  name: "security-reviewer",      // Required: teammate's name
  subagent_type: "security-sentinel",
  prompt: "Review all authentication code for vulnerabilities. Send findings to team-lead via Teammate write.",
  run_in_background: true         // Teammates usually run in background
})
Characteristics:

Joins team, appears in config.json
Communicates via inbox messages
Can claim tasks from shared task list
Persists until shutdown
Best for: parallel work, ongoing collaboration, pipeline stages

Key Difference


Aspect
Task (subagent)
Task + team_name + name (teammate)


Lifespan
Until task complete
Until shutdown requested


Communication
Return value
Inbox messages


Task access
None
Shared task list


Team membership
No
Yes


Coordination
One-off
Ongoing


Built-in Agent Types

These are always available without plugins:
Bash

Task({
  subagent_type: "Bash",
  description: "Run git commands",
  prompt: "Check git status and show recent commits"
})

Tools: Bash only
Model: Inherits from parent
Best for: Git operations, command execution, system tasks

Explore

Task({
  subagent_type: "Explore",
  description: "Find API endpoints",
  prompt: "Find all API endpoints in this codebase. Be very thorough.",
  model: "haiku"  // Fast and cheap
})

Tools: All read-only tools (no Edit, Write, NotebookEdit, Task)
Model: Haiku (optimized for speed)
Best for: Codebase exploration, file searches, code understanding
Thoroughness levels: "quick", "medium", "very thorough"

Plan

Task({
  subagent_type: "Plan",
  description: "Design auth system",
  prompt: "Create an implementation plan for adding OAuth2 authentication"
})

Tools: All read-only tools
Model: Inherits from parent
Best for: Architecture planning, implementation strategies

general-purpose

Task({
  subagent_type: "general-purpose",
  description: "Research and implement",
  prompt: "Research React Query best practices and implement caching for the user API"
})

Tools: All tools (*)
Model: Inherits from parent
Best for: Multi-step tasks, research + action combinations

claude-code-guide

Task({
  subagent_type: "claude-code-guide",
  description: "Help with Claude Code",
  prompt: "How do I configure MCP servers?"
})

Tools: Read-only + WebFetch + WebSearch
Best for: Questions about Claude Code, Agent SDK, Anthropic API

statusline-setup

Task({
  subagent_type: "statusline-setup",
  description: "Configure status line",
  prompt: "Set up a status line showing git branch and node version"
})

Tools: Read, Edit only
Model: Sonnet
Best for: Configuring Claude Code status line


Plugin Agent Types

From the compound-engineering plugin (examples):
Review Agents

// Security review
Task({
  subagent_type: "compound-engineering:review:security-sentinel",
  description: "Security audit",
  prompt: "Audit this PR for security vulnerabilities"
})

// Performance review
Task({
  subagent_type: "compound-engineering:review:performance-oracle",
  description: "Performance check",
  prompt: "Analyze this code for performance bottlenecks"
})

// Rails code review
Task({
  subagent_type: "compound-engineering:review:kieran-rails-reviewer",
  description: "Rails review",
  prompt: "Review this Rails code for best practices"
})

// Architecture review
Task({
  subagent_type: "compound-engineering:review:architecture-strategist",
  description: "Architecture review",
  prompt: "Review the system architecture of the authentication module"
})

// Code simplicity
Task({
  subagent_type: "compound-engineering:review:code-simplicity-reviewer",
  description: "Simplicity check",
  prompt: "Check if this implementation can be simplified"
})
All review agents from compound-engineering:

agent-native-reviewer - Ensures features work for agents too
architecture-strategist - Architectural compliance
code-simplicity-reviewer - YAGNI and minimalism
data-integrity-guardian - Database and data safety
data-migration-expert - Migration validation
deployment-verification-agent - Pre-deploy checklists
dhh-rails-reviewer - DHH/37signals Rails style
julik-frontend-races-reviewer - JavaScript race conditions
kieran-python-reviewer - Python best practices
kieran-rails-reviewer - Rails best practices
kieran-typescript-reviewer - TypeScript best practices
pattern-recognition-specialist - Design patterns and anti-patterns
performance-oracle - Performance analysis
security-sentinel - Security vulnerabilities

Research Agents

// Best practices research
Task({
  subagent_type: "compound-engineering:research:best-practices-researcher",
  description: "Research auth best practices",
  prompt: "Research current best practices for JWT authentication in Rails 2024-2026"
})

// Framework documentation
Task({
  subagent_type: "compound-engineering:research:framework-docs-researcher",
  description: "Research Active Storage",
  prompt: "Gather comprehensive documentation about Active Storage file uploads"
})

// Git history analysis
Task({
  subagent_type: "compound-engineering:research:git-history-analyzer",
  description: "Analyze auth history",
  prompt: "Analyze the git history of the authentication module to understand its evolution"
})
All research agents:

best-practices-researcher - External best practices
framework-docs-researcher - Framework documentation
git-history-analyzer - Code archaeology
learnings-researcher - Search docs/solutions/
repo-research-analyst - Repository patterns

Design Agents

Task({
  subagent_type: "compound-engineering:design:figma-design-sync",
  description: "Sync with Figma",
  prompt: "Compare implementation with Figma design at [URL]"
})
Workflow Agents

Task({
  subagent_type: "compound-engineering:workflow:bug-reproduction-validator",
  description: "Validate bug",
  prompt: "Reproduce and validate this reported bug: [description]"
})

TeammateTool Operations

1. spawnTeam - Create a Team

Teammate({
  operation: "spawnTeam",
  team_name: "feature-auth",
  description: "Implementing OAuth2 authentication"
})
Creates:

~/.claude/teams/feature-auth/config.json
~/.claude/tasks/feature-auth/ directory
You become the team leader

2. discoverTeams - List Available Teams

Teammate({ operation: "discoverTeams" })
Returns: List of teams you can join (not already a member of)
3. requestJoin - Request to Join Team

Teammate({
  operation: "requestJoin",
  team_name: "feature-auth",
  proposed_name: "helper",
  capabilities: "I can help with code review and testing"
})
4. approveJoin - Accept Join Request (Leader Only)

When you receive a join_request message:
{"type": "join_request", "proposedName": "helper", "requestId": "join-123", ...}
Approve it:
Teammate({
  operation: "approveJoin",
  target_agent_id: "helper",
  request_id: "join-123"
})
5. rejectJoin - Decline Join Request (Leader Only)

Teammate({
  operation: "rejectJoin",
  target_agent_id: "helper",
  request_id: "join-123",
  reason: "Team is at capacity"
})
6. write - Message One Teammate

Teammate({
  operation: "write",
  target_agent_id: "security-reviewer",
  value: "Please prioritize the authentication module. The deadline is tomorrow."
})
Important for teammates: Your text output is NOT visible to the team. You MUST use write to communicate.
7. broadcast - Message ALL Teammates

Teammate({
  operation: "broadcast",
  name: "team-lead",  // Your name
  value: "Status check: Please report your progress"
})
WARNING: Broadcasting is expensive - sends N separate messages for N teammates. Prefer write to specific teammates.
When to broadcast:

Critical issues requiring immediate attention
Major announcements affecting everyone

When NOT to broadcast:

Responding to one teammate
Normal back-and-forth
Information relevant to only some teammates

8. requestShutdown - Ask Teammate to Exit (Leader Only)

Teammate({
  operation: "requestShutdown",
  target_agent_id: "security-reviewer",
  reason: "All tasks complete, wrapping up"
})
9. approveShutdown - Accept Shutdown (Teammate Only)

When you receive a shutdown_request message:
{"type": "shutdown_request", "requestId": "shutdown-123", "from": "team-lead", "reason": "Done"}
MUST call:
Teammate({
  operation: "approveShutdown",
  request_id: "shutdown-123"
})
This sends confirmation and terminates your process.
10. rejectShutdown - Decline Shutdown (Teammate Only)

Teammate({
  operation: "rejectShutdown",
  request_id: "shutdown-123",
  reason: "Still working on task #3, need 5 more minutes"
})
11. approvePlan - Approve Teammate's Plan (Leader Only)

When teammate with plan_mode_required sends a plan:
{"type": "plan_approval_request", "from": "architect", "requestId": "plan-456", ...}
Approve:
Teammate({
  operation: "approvePlan",
  target_agent_id: "architect",
  request_id: "plan-456"
})
12. rejectPlan - Reject Plan with Feedback (Leader Only)

Teammate({
  operation: "rejectPlan",
  target_agent_id: "architect",
  request_id: "plan-456",
  feedback: "Please add error handling for the API calls and consider rate limiting"
})
13. cleanup - Remove Team Resources

Teammate({ operation: "cleanup" })
Removes:

~/.claude/teams/{team-name}/ directory
~/.claude/tasks/{team-name}/ directory

IMPORTANT: Will fail if teammates are still active. Use requestShutdown first.

Task System Integration

TaskCreate - Create Work Items

TaskCreate({
  subject: "Review authentication module",
  description: "Review all files in app/services/auth/ for security vulnerabilities",
  activeForm: "Reviewing auth module..."  // Shown in spinner when in_progress
})
TaskList - See All Tasks

TaskList()
Returns:
#1 [completed] Analyze codebase structure
#2 [in_progress] Review authentication module (owner: security-reviewer)
#3 [pending] Generate summary report [blocked by #2]

TaskGet - Get Task Details

TaskGet({ taskId: "2" })
Returns full task with description, status, blockedBy, etc.
TaskUpdate - Update Task Status

// Claim a task
TaskUpdate({ taskId: "2", owner: "security-reviewer" })

// Start working
TaskUpdate({ taskId: "2", status: "in_progress" })

// Mark complete
TaskUpdate({ taskId: "2", status: "completed" })

// Set up dependencies
TaskUpdate({ taskId: "3", addBlockedBy: ["1", "2"] })
Task Dependencies

When a blocking task is completed, blocked tasks are automatically unblocked:
// Create pipeline
TaskCreate({ subject: "Step 1: Research" })        // #1
TaskCreate({ subject: "Step 2: Implement" })       // #2
TaskCreate({ subject: "Step 3: Test" })            // #3
TaskCreate({ subject: "Step 4: Deploy" })          // #4

// Set up dependencies
TaskUpdate({ taskId: "2", addBlockedBy: ["1"] })   // #2 waits for #1
TaskUpdate({ taskId: "3", addBlockedBy: ["2"] })   // #3 waits for #2
TaskUpdate({ taskId: "4", addBlockedBy: ["3"] })   // #4 waits for #3

// When #1 completes, #2 auto-unblocks
// When #2 completes, #3 auto-unblocks
// etc.
Task File Structure

~/.claude/tasks/{team-name}/1.json:
{
  "id": "1",
  "subject": "Review authentication module",
  "description": "Review all files in app/services/auth/...",
  "status": "in_progress",
  "owner": "security-reviewer",
  "activeForm": "Reviewing auth module...",
  "blockedBy": [],
  "blocks": ["3"],
  "createdAt": 1706000000000,
  "updatedAt": 1706000001000
}

Message Formats

Regular Message

{
  "from": "team-lead",
  "text": "Please prioritize the auth module",
  "timestamp": "2026-01-25T23:38:32.588Z",
  "read": false
}
Structured Messages (JSON in text field)

Shutdown Request

{
  "type": "shutdown_request",
  "requestId": "shutdown-abc123@worker-1",
  "from": "team-lead",
  "reason": "All tasks complete",
  "timestamp": "2026-01-25T23:38:32.588Z"
}
Shutdown Approved

{
  "type": "shutdown_approved",
  "requestId": "shutdown-abc123@worker-1",
  "from": "worker-1",
  "paneId": "%5",
  "backendType": "in-process",
  "timestamp": "2026-01-25T23:39:00.000Z"
}
Idle Notification (auto-sent when teammate stops)

{
  "type": "idle_notification",
  "from": "worker-1",
  "timestamp": "2026-01-25T23:40:00.000Z",
  "completedTaskId": "2",
  "completedStatus": "completed"
}
Task Completed

{
  "type": "task_completed",
  "from": "worker-1",
  "taskId": "2",
  "taskSubject": "Review authentication module",
  "timestamp": "2026-01-25T23:40:00.000Z"
}
Plan Approval Request

{
  "type": "plan_approval_request",
  "from": "architect",
  "requestId": "plan-xyz789",
  "planContent": "# Implementation Plan\n\n1. ...",
  "timestamp": "2026-01-25T23:41:00.000Z"
}
Join Request

{
  "type": "join_request",
  "proposedName": "helper",
  "requestId": "join-abc123",
  "capabilities": "Code review and testing",
  "timestamp": "2026-01-25T23:42:00.000Z"
}
Permission Request (for sandbox/tool permissions)

{
  "type": "permission_request",
  "requestId": "perm-123",
  "workerId": "worker-1@my-project",
  "workerName": "worker-1",
  "workerColor": "#4A90D9",
  "toolName": "Bash",
  "toolUseId": "toolu_abc123",
  "description": "Run npm install",
  "input": {"command": "npm install"},
  "permissionSuggestions": ["Bash(npm *)"],
  "createdAt": 1706000000000
}

Orchestration Patterns

Pattern 1: Parallel Specialists (Leader Pattern)

Multiple specialists review code simultaneously:
// 1. Create team
Teammate({ operation: "spawnTeam", team_name: "code-review" })

// 2. Spawn specialists in parallel (single message, multiple Task calls)
Task({
  team_name: "code-review",
  name: "security",
  subagent_type: "compound-engineering:review:security-sentinel",
  prompt: "Review the PR for security vulnerabilities. Focus on: SQL injection, XSS, auth bypass. Send findings to team-lead.",
  run_in_background: true
})

Task({
  team_name: "code-review",
  name: "performance",
  subagent_type: "compound-engineering:review:performance-oracle",
  prompt: "Review the PR for performance issues. Focus on: N+1 queries, memory leaks, slow algorithms. Send findings to team-lead.",
  run_in_background: true
})

Task({
  team_name: "code-review",
  name: "simplicity",
  subagent_type: "compound-engineering:review:code-simplicity-reviewer",
  prompt: "Review the PR for unnecessary complexity. Focus on: over-engineering, premature abstraction, YAGNI violations. Send findings to team-lead.",
  run_in_background: true
})

// 3. Wait for results (check inbox)
// cat ~/.claude/teams/code-review/inboxes/team-lead.json

// 4. Synthesize findings and cleanup
Teammate({ operation: "requestShutdown", target_agent_id: "security" })
Teammate({ operation: "requestShutdown", target_agent_id: "performance" })
Teammate({ operation: "requestShutdown", target_agent_id: "simplicity" })
// Wait for approvals...
Teammate({ operation: "cleanup" })
Pattern 2: Pipeline (Sequential Dependencies)

Each stage depends on the previous:
// 1. Create team and task pipeline
Teammate({ operation: "spawnTeam", team_name: "feature-pipeline" })

TaskCreate({ subject: "Research", description: "Research best practices for the feature", activeForm: "Researching..." })
TaskCreate({ subject: "Plan", description: "Create implementation plan based on research", activeForm: "Planning..." })
TaskCreate({ subject: "Implement", description: "Implement the feature according to plan", activeForm: "Implementing..." })
TaskCreate({ subject: "Test", description: "Write and run tests for the implementation", activeForm: "Testing..." })
TaskCreate({ subject: "Review", description: "Final code review before merge", activeForm: "Reviewing..." })

// Set up sequential dependencies
TaskUpdate({ taskId: "2", addBlockedBy: ["1"] })
TaskUpdate({ taskId: "3", addBlockedBy: ["2"] })
TaskUpdate({ taskId: "4", addBlockedBy: ["3"] })
TaskUpdate({ taskId: "5", addBlockedBy: ["4"] })

// 2. Spawn workers that claim and complete tasks
Task({
  team_name: "feature-pipeline",
  name: "researcher",
  subagent_type: "compound-engineering:research:best-practices-researcher",
  prompt: "Claim task #1, research best practices, complete it, send findings to team-lead. Then check for more work.",
  run_in_background: true
})

Task({
  team_name: "feature-pipeline",
  name: "implementer",
  subagent_type: "general-purpose",
  prompt: "Poll TaskList every 30 seconds. When task #3 unblocks, claim it and implement. Then complete and notify team-lead.",
  run_in_background: true
})

// Tasks auto-unblock as dependencies complete
Pattern 3: Swarm (Self-Organizing)

Workers grab available tasks from a pool:
// 1. Create team and task pool
Teammate({ operation: "spawnTeam", team_name: "file-review-swarm" })

// Create many independent tasks (no dependencies)
for (const file of ["auth.rb", "user.rb", "api_controller.rb", "payment.rb"]) {
  TaskCreate({
    subject: `Review ${file}`,
    description: `Review ${file} for security and code quality issues`,
    activeForm: `Reviewing ${file}...`
  })
}

// 2. Spawn worker swarm
Task({
  team_name: "file-review-swarm",
  name: "worker-1",
  subagent_type: "general-purpose",
  prompt: `
    You are a swarm worker. Your job:
    1. Call TaskList to see available tasks
    2. Find a task with status 'pending' and no owner
    3. Claim it with TaskUpdate (set owner to your name)
    4. Do the work
    5. Mark it completed with TaskUpdate
    6. Send findings to team-lead via Teammate write
    7. Repeat until no tasks remain
  `,
  run_in_background: true
})

Task({
  team_name: "file-review-swarm",
  name: "worker-2",
  subagent_type: "general-purpose",
  prompt: `[Same prompt as worker-1]`,
  run_in_background: true
})

Task({
  team_name: "file-review-swarm",
  name: "worker-3",
  subagent_type: "general-purpose",
  prompt: `[Same prompt as worker-1]`,
  run_in_background: true
})

// Workers race to claim tasks, naturally load-balance
Pattern 4: Research + Implementation

Research first, then implement:
// 1. Research phase (synchronous, returns results)
const research = await Task({
  subagent_type: "compound-engineering:research:best-practices-researcher",
  description: "Research caching patterns",
  prompt: "Research best practices for implementing caching in Rails APIs. Include: cache invalidation strategies, Redis vs Memcached, cache key design."
})

// 2. Use research to guide implementation
Task({
  subagent_type: "general-purpose",
  description: "Implement caching",
  prompt: `
    Implement API caching based on this research:

    ${research.content}

    Focus on the user_controller.rb endpoints.
  `
})
Pattern 5: Plan Approval Workflow

Require plan approval before implementation:
// 1. Create team
Teammate({ operation: "spawnTeam", team_name: "careful-work" })

// 2. Spawn architect with plan_mode_required
Task({
  team_name: "careful-work",
  name: "architect",
  subagent_type: "Plan",
  prompt: "Design an implementation plan for adding OAuth2 authentication",
  mode: "plan",  // Requires plan approval
  run_in_background: true
})

// 3. Wait for plan approval request
// You'll receive: {"type": "plan_approval_request", "from": "architect", "requestId": "plan-xxx", ...}

// 4. Review and approve/reject
Teammate({
  operation: "approvePlan",
  target_agent_id: "architect",
  request_id: "plan-xxx"
})
// OR
Teammate({
  operation: "rejectPlan",
  target_agent_id: "architect",
  request_id: "plan-xxx",
  feedback: "Please add rate limiting considerations"
})
Pattern 6: Coordinated Multi-File Refactoring

// 1. Create team for coordinated refactoring
Teammate({ operation: "spawnTeam", team_name: "refactor-auth" })

// 2. Create tasks with clear file boundaries
TaskCreate({
  subject: "Refactor User model",
  description: "Extract authentication methods to AuthenticatableUser concern",
  activeForm: "Refactoring User model..."
})

TaskCreate({
  subject: "Refactor Session controller",
  description: "Update to use new AuthenticatableUser concern",
  activeForm: "Refactoring Sessions..."
})

TaskCreate({
  subject: "Update specs",
  description: "Update all authentication specs for new structure",
  activeForm: "Updating specs..."
})

// Dependencies: specs depend on both refactors completing
TaskUpdate({ taskId: "3", addBlockedBy: ["1", "2"] })

// 3. Spawn workers for each task
Task({
  team_name: "refactor-auth",
  name: "model-worker",
  subagent_type: "general-purpose",
  prompt: "Claim task #1, refactor the User model, complete when done",
  run_in_background: true
})

Task({
  team_name: "refactor-auth",
  name: "controller-worker",
  subagent_type: "general-purpose",
  prompt: "Claim task #2, refactor the Session controller, complete when done",
  run_in_background: true
})

Task({
  team_name: "refactor-auth",
  name: "spec-worker",
  subagent_type: "general-purpose",
  prompt: "Wait for task #3 to unblock (when #1 and #2 complete), then update specs",
  run_in_background: true
})

Environment Variables

Spawned teammates automatically receive these:
CLAUDE_CODE_TEAM_NAME="my-project"
CLAUDE_CODE_AGENT_ID="worker-1@my-project"
CLAUDE_CODE_AGENT_NAME="worker-1"
CLAUDE_CODE_AGENT_TYPE="Explore"
CLAUDE_CODE_AGENT_COLOR="#4A90D9"
CLAUDE_CODE_PLAN_MODE_REQUIRED="false"
CLAUDE_CODE_PARENT_SESSION_ID="session-xyz"
Using in prompts:
Task({
  team_name: "my-project",
  name: "worker",
  subagent_type: "general-purpose",
  prompt: "Your name is $CLAUDE_CODE_AGENT_NAME. Use it when sending messages to team-lead."
})

Spawn Backends

A backend determines how teammate Claude instances actually run. Claude Code supports three backends, and auto-detects the best one based on your environment.
Backend Comparison


Backend
How It Works
Visibility
Persistence
Speed


in-process
Same Node.js process as leader
Hidden (background)
Dies with leader
Fastest


tmux
Separate terminal in tmux session
Visible in tmux
Survives leader exit
Medium


iterm2
Split panes in iTerm2 window
Visible side-by-side
Dies with window
Medium


Auto-Detection Logic

Claude Code automatically selects a backend using this decision tree:

  
      flowchart TD
    A[Start] --> B{Running inside tmux?}
    B -->|Yes| C[Use tmux backend]
    B -->|No| D{Running in iTerm2?}
    D -->|No| E{tmux available?}
    E -->|Yes| F[Use tmux - external session]
    E -->|No| G[Use in-process]
    D -->|Yes| H{it2 CLI installed?}
    H -->|Yes| I[Use iterm2 backend]
    H -->|No| J{tmux available?}
    J -->|Yes| K[Use tmux - prompt to install it2]
    J -->|No| L[Error: Install tmux or it2]

    
      Loading

  
Detection checks:

$TMUX environment variable → inside tmux
$TERM_PROGRAM === "iTerm.app" or $ITERM_SESSION_ID → in iTerm2
which tmux → tmux available
which it2 → it2 CLI installed

in-process (Default for non-tmux)

Teammates run as async tasks within the same Node.js process.
How it works:

No new process spawned
Teammates share the same Node.js event loop
Communication via in-memory queues (fast)
You don't see teammate output directly

When it's used:

Not running inside tmux session
Non-interactive mode (CI, scripts)
Explicitly set via CLAUDE_CODE_SPAWN_BACKEND=in-process

Characteristics:
┌─────────────────────────────────────────┐
│           Node.js Process               │
│  ┌─────────┐  ┌─────────┐  ┌─────────┐ │
│  │ Leader  │  │Worker 1 │  │Worker 2 │ │
│  │ (main)  │  │ (async) │  │ (async) │ │
│  └─────────┘  └─────────┘  └─────────┘ │
└─────────────────────────────────────────┘

Pros:

Fastest startup (no process spawn)
Lowest overhead
Works everywhere

Cons:

Can't see teammate output in real-time
All die if leader dies
Harder to debug

// in-process is automatic when not in tmux
Task({
  team_name: "my-project",
  name: "worker",
  subagent_type: "general-purpose",
  prompt: "...",
  run_in_background: true
})

// Force in-process explicitly
// export CLAUDE_CODE_SPAWN_BACKEND=in-process
tmux

Teammates run as separate Claude instances in tmux panes/windows.
How it works:

Each teammate gets its own tmux pane
Separate process per teammate
You can switch panes to see teammate output
Communication via inbox files

When it's used:

Running inside a tmux session ($TMUX is set)
tmux available and not in iTerm2
Explicitly set via CLAUDE_CODE_SPAWN_BACKEND=tmux

Layout modes:

Inside tmux (native): Splits your current window

┌─────────────────┬─────────────────┐
│                 │    Worker 1     │
│     Leader      ├─────────────────┤
│   (your pane)   │    Worker 2     │
│                 ├─────────────────┤
│                 │    Worker 3     │
└─────────────────┴─────────────────┘


Outside tmux (external session): Creates a new tmux session called claude-swarm

# Your terminal stays as-is
# Workers run in separate tmux session

# View workers:
tmux attach -t claude-swarm
Pros:

See teammate output in real-time
Teammates survive leader exit
Can attach/detach sessions
Works in CI/headless environments

Cons:

Slower startup (process spawn)
Requires tmux installed
More resource usage

# Start tmux session first
tmux new-session -s claude

# Or force tmux backend
export CLAUDE_CODE_SPAWN_BACKEND=tmux
Useful tmux commands:
# List all panes in current window
tmux list-panes

# Switch to pane by number
tmux select-pane -t 1

# Kill a specific pane
tmux kill-pane -t %5

# View swarm session (if external)
tmux attach -t claude-swarm

# Rebalance pane layout
tmux select-layout tiled
iterm2 (macOS only)

Teammates run as split panes within your iTerm2 window.
How it works:

Uses iTerm2's Python API via it2 CLI
Splits your current window into panes
Each teammate visible side-by-side
Communication via inbox files

When it's used:

Running in iTerm2 ($TERM_PROGRAM === "iTerm.app")
it2 CLI is installed and working
Python API enabled in iTerm2 preferences

Layout:
┌─────────────────┬─────────────────┐
│                 │    Worker 1     │
│     Leader      ├─────────────────┤
│   (your pane)   │    Worker 2     │
│                 ├─────────────────┤
│                 │    Worker 3     │
└─────────────────┴─────────────────┘

Pros:

Visual debugging - see all teammates
Native macOS experience
No tmux needed
Automatic pane management

Cons:

macOS + iTerm2 only
Requires setup (it2 CLI + Python API)
Panes die with window

Setup:
# 1. Install it2 CLI
uv tool install it2
# OR
pipx install it2
# OR
pip install --user it2

# 2. Enable Python API in iTerm2
# iTerm2 → Settings → General → Magic → Enable Python API

# 3. Restart iTerm2

# 4. Verify
it2 --version
it2 session list
If setup fails:
Claude Code will prompt you to set up it2 when you first spawn a teammate. You can choose to:

Install it2 now (guided setup)
Use tmux instead
Cancel

Forcing a Backend

# Force in-process (fastest, no visibility)
export CLAUDE_CODE_SPAWN_BACKEND=in-process

# Force tmux (visible panes, persistent)
export CLAUDE_CODE_SPAWN_BACKEND=tmux

# Auto-detect (default)
unset CLAUDE_CODE_SPAWN_BACKEND
Backend in Team Config

The backend type is recorded per-teammate in config.json:
{
  "members": [
    {
      "name": "worker-1",
      "backendType": "in-process",
      "tmuxPaneId": "in-process"
    },
    {
      "name": "worker-2",
      "backendType": "tmux",
      "tmuxPaneId": "%5"
    }
  ]
}
Troubleshooting Backends


Issue
Cause
Solution


"No pane backend available"
Neither tmux nor iTerm2 available
Install tmux: brew install tmux


"it2 CLI not installed"
In iTerm2 but missing it2
Run uv tool install it2


"Python API not enabled"
it2 can't communicate with iTerm2
Enable in iTerm2 Settings → General → Magic


Workers not visible
Using in-process backend
Start inside tmux or iTerm2


Workers dying unexpectedly
Outside tmux, leader exited
Use tmux for persistence


Checking Current Backend

# See what backend was detected
cat ~/.claude/teams/{team}/config.json | jq '.members[].backendType'

# Check if inside tmux
echo $TMUX

# Check if in iTerm2
echo $TERM_PROGRAM

# Check tmux availability
which tmux

# Check it2 availability
which it2

Error Handling

Common Errors


Error
Cause
Solution


"Cannot cleanup with active members"
Teammates still running
requestShutdown all teammates first, wait for approval


"Already leading a team"
Team already exists
cleanup first, or use different team name


"Agent not found"
Wrong teammate name
Check config.json for actual names


"Team does not exist"
No team created
Call spawnTeam first


"team_name is required"
Missing team context
Provide team_name parameter


"Agent type not found"
Invalid subagent_type
Check available agents with proper prefix


Graceful Shutdown Sequence

Always follow this sequence:
// 1. Request shutdown for all teammates
Teammate({ operation: "requestShutdown", target_agent_id: "worker-1" })
Teammate({ operation: "requestShutdown", target_agent_id: "worker-2" })

// 2. Wait for shutdown approvals
// Check for {"type": "shutdown_approved", ...} messages

// 3. Verify no active members
// Read ~/.claude/teams/{team}/config.json

// 4. Only then cleanup
Teammate({ operation: "cleanup" })
Handling Crashed Teammates

Teammates have a 5-minute heartbeat timeout. If a teammate crashes:

They'll be automatically marked as inactive after timeout
Their tasks remain in the task list
Another teammate can claim their tasks
Cleanup will work after timeout expires

Debugging

# Check team config
cat ~/.claude/teams/{team}/config.json | jq '.members[] | {name, agentType, backendType}'

# Check teammate inboxes
cat ~/.claude/teams/{team}/inboxes/{agent}.json | jq '.'

# List all teams
ls ~/.claude/teams/

# Check task states
cat ~/.claude/tasks/{team}/*.json | jq '{id, subject, status, owner, blockedBy}'

# Watch for new messages
tail -f ~/.claude/teams/{team}/inboxes/team-lead.json

Complete Workflows

Workflow 1: Full Code Review with Parallel Specialists

// === STEP 1: Setup ===
Teammate({ operation: "spawnTeam", team_name: "pr-review-123", description: "Reviewing PR #123" })

// === STEP 2: Spawn reviewers in parallel ===
// (Send all these in a single message for parallel execution)
Task({
  team_name: "pr-review-123",
  name: "security",
  subagent_type: "compound-engineering:review:security-sentinel",
  prompt: `Review PR #123 for security vulnerabilities.

  Focus on:
  - SQL injection
  - XSS vulnerabilities
  - Authentication/authorization bypass
  - Sensitive data exposure

  When done, send your findings to team-lead using:
  Teammate({ operation: "write", target_agent_id: "team-lead", value: "Your findings here" })`,
  run_in_background: true
})

Task({
  team_name: "pr-review-123",
  name: "perf",
  subagent_type: "compound-engineering:review:performance-oracle",
  prompt: `Review PR #123 for performance issues.

  Focus on:
  - N+1 queries
  - Missing indexes
  - Memory leaks
  - Inefficient algorithms

  Send findings to team-lead when done.`,
  run_in_background: true
})

Task({
  team_name: "pr-review-123",
  name: "arch",
  subagent_type: "compound-engineering:review:architecture-strategist",
  prompt: `Review PR #123 for architectural concerns.

  Focus on:
  - Design pattern adherence
  - SOLID principles
  - Separation of concerns
  - Testability

  Send findings to team-lead when done.`,
  run_in_background: true
})

// === STEP 3: Monitor and collect results ===
// Poll inbox or wait for idle notifications
// cat ~/.claude/teams/pr-review-123/inboxes/team-lead.json

// === STEP 4: Synthesize findings ===
// Combine all reviewer findings into a cohesive report

// === STEP 5: Cleanup ===
Teammate({ operation: "requestShutdown", target_agent_id: "security" })
Teammate({ operation: "requestShutdown", target_agent_id: "perf" })
Teammate({ operation: "requestShutdown", target_agent_id: "arch" })
// Wait for approvals...
Teammate({ operation: "cleanup" })
Workflow 2: Research → Plan → Implement → Test Pipeline

// === SETUP ===
Teammate({ operation: "spawnTeam", team_name: "feature-oauth" })

// === CREATE PIPELINE ===
TaskCreate({ subject: "Research OAuth providers", description: "Research OAuth2 best practices and compare providers (Google, GitHub, Auth0)", activeForm: "Researching OAuth..." })
TaskCreate({ subject: "Create implementation plan", description: "Design OAuth implementation based on research findings", activeForm: "Planning..." })
TaskCreate({ subject: "Implement OAuth", description: "Implement OAuth2 authentication according to plan", activeForm: "Implementing OAuth..." })
TaskCreate({ subject: "Write tests", description: "Write comprehensive tests for OAuth implementation", activeForm: "Writing tests..." })
TaskCreate({ subject: "Final review", description: "Review complete implementation for security and quality", activeForm: "Final review..." })

// Set dependencies
TaskUpdate({ taskId: "2", addBlockedBy: ["1"] })
TaskUpdate({ taskId: "3", addBlockedBy: ["2"] })
TaskUpdate({ taskId: "4", addBlockedBy: ["3"] })
TaskUpdate({ taskId: "5", addBlockedBy: ["4"] })

// === SPAWN SPECIALIZED WORKERS ===
Task({
  team_name: "feature-oauth",
  name: "researcher",
  subagent_type: "compound-engineering:research:best-practices-researcher",
  prompt: "Claim task #1. Research OAuth2 best practices, compare providers, document findings. Mark task complete and send summary to team-lead.",
  run_in_background: true
})

Task({
  team_name: "feature-oauth",
  name: "planner",
  subagent_type: "Plan",
  prompt: "Wait for task #2 to unblock. Read research from task #1. Create detailed implementation plan. Mark complete and send plan to team-lead.",
  run_in_background: true
})

Task({
  team_name: "feature-oauth",
  name: "implementer",
  subagent_type: "general-purpose",
  prompt: "Wait for task #3 to unblock. Read plan from task #2. Implement OAuth2 authentication. Mark complete when done.",
  run_in_background: true
})

Task({
  team_name: "feature-oauth",
  name: "tester",
  subagent_type: "general-purpose",
  prompt: "Wait for task #4 to unblock. Write comprehensive tests for the OAuth implementation. Run tests. Mark complete with results.",
  run_in_background: true
})

Task({
  team_name: "feature-oauth",
  name: "reviewer",
  subagent_type: "compound-engineering:review:security-sentinel",
  prompt: "Wait for task #5 to unblock. Review the complete OAuth implementation for security. Send final assessment to team-lead.",
  run_in_background: true
})

// Pipeline auto-progresses as each stage completes
Workflow 3: Self-Organizing Code Review Swarm

// === SETUP ===
Teammate({ operation: "spawnTeam", team_name: "codebase-review" })

// === CREATE TASK POOL (all independent, no dependencies) ===
const filesToReview = [
  "app/models/user.rb",
  "app/models/payment.rb",
  "app/controllers/api/v1/users_controller.rb",
  "app/controllers/api/v1/payments_controller.rb",
  "app/services/payment_processor.rb",
  "app/services/notification_service.rb",
  "lib/encryption_helper.rb"
]

for (const file of filesToReview) {
  TaskCreate({
    subject: `Review ${file}`,
    description: `Review ${file} for security vulnerabilities, code quality, and performance issues`,
    activeForm: `Reviewing ${file}...`
  })
}

// === SPAWN WORKER SWARM ===
const swarmPrompt = `
You are a swarm worker. Your job is to continuously process available tasks.

LOOP:
1. Call TaskList() to see available tasks
2. Find a task that is:
   - status: 'pending'
   - no owner
   - not blocked
3. If found:
   - Claim it: TaskUpdate({ taskId: "X", owner: "YOUR_NAME" })
   - Start it: TaskUpdate({ taskId: "X", status: "in_progress" })
   - Do the review work
   - Complete it: TaskUpdate({ taskId: "X", status: "completed" })
   - Send findings to team-lead via Teammate write
   - Go back to step 1
4. If no tasks available:
   - Send idle notification to team-lead
   - Wait 30 seconds
   - Try again (up to 3 times)
   - If still no tasks, exit

Replace YOUR_NAME with your actual agent name from $CLAUDE_CODE_AGENT_NAME.
`

// Spawn 3 workers
Task({ team_name: "codebase-review", name: "worker-1", subagent_type: "general-purpose", prompt: swarmPrompt, run_in_background: true })
Task({ team_name: "codebase-review", name: "worker-2", subagent_type: "general-purpose", prompt: swarmPrompt, run_in_background: true })
Task({ team_name: "codebase-review", name: "worker-3", subagent_type: "general-purpose", prompt: swarmPrompt, run_in_background: true })

// Workers self-organize: race to claim tasks, naturally load-balance
// Monitor progress with TaskList() or by reading inbox

Best Practices

1. Always Cleanup

Don't leave orphaned teams. Always call cleanup when done.
2. Use Meaningful Names

// Good
name: "security-reviewer"
name: "oauth-implementer"
name: "test-writer"

// Bad
name: "worker-1"
name: "agent-2"
3. Write Clear Prompts

Tell workers exactly what to do:
// Good
prompt: `
  1. Review app/models/user.rb for N+1 queries
  2. Check all ActiveRecord associations have proper includes
  3. Document any issues found
  4. Send findings to team-lead via Teammate write
`

// Bad
prompt: "Review the code"
4. Use Task Dependencies

Let the system manage unblocking:
// Good: Auto-unblocking
TaskUpdate({ taskId: "2", addBlockedBy: ["1"] })

// Bad: Manual polling
"Wait until task #1 is done, check every 30 seconds..."
5. Check Inboxes for Results

Workers send results to your inbox. Check it:
cat ~/.claude/teams/{team}/inboxes/team-lead.json | jq '.'
6. Handle Worker Failures


Workers have 5-minute heartbeat timeout
Tasks of crashed workers can be reclaimed
Build retry logic into worker prompts

7. Prefer write Over broadcast

broadcast sends N messages for N teammates. Use write for targeted communication.
8. Match Agent Type to Task


Explore for searching/reading
Plan for architecture design
general-purpose for implementation
Specialized reviewers for specific review types


Quick Reference

Spawn Subagent (No Team)

Task({ subagent_type: "Explore", description: "Find files", prompt: "..." })
Spawn Teammate (With Team)

Teammate({ operation: "spawnTeam", team_name: "my-team" })
Task({ team_name: "my-team", name: "worker", subagent_type: "general-purpose", prompt: "...", run_in_background: true })
Message Teammate

Teammate({ operation: "write", target_agent_id: "worker-1", value: "..." })
Create Task Pipeline

TaskCreate({ subject: "Step 1", description: "..." })
TaskCreate({ subject: "Step 2", description: "..." })
TaskUpdate({ taskId: "2", addBlockedBy: ["1"] })
Shutdown Team

Teammate({ operation: "requestShutdown", target_agent_id: "worker-1" })
// Wait for approval...
Teammate({ operation: "cleanup" })

Based on Claude Code v2.1.19 - Tested and verified 2026-01-25
Primitive	What It Is	File Location
Agent	A Claude instance that can use tools. You are an agent. Subagents are agents you spawn.	N/A (process)
Team	A named group of agents working together. One leader, multiple teammates.	`~/.claude/teams/{name}/config.json`
Teammate	An agent that joined a team. Has a name, color, inbox. Spawned via Task with `team_name` + `name`.	Listed in team config
Leader	The agent that created the team. Receives teammate messages, approves plans/shutdowns.	First member in config
Task	A work item with subject, description, status, owner, and dependencies.	`~/.claude/tasks/{team}/N.json`
Inbox	JSON file where an agent receives messages from teammates.	`~/.claude/teams/{name}/inboxes/{agent}.json`
Message	A JSON object sent between agents. Can be text or structured (shutdown_request, idle_notification, etc).	Stored in inbox files
Backend	How teammates run. Auto-detected: `in-process` (same Node.js, invisible), `tmux` (separate panes, visible), `iterm2` (split panes in iTerm2). See Spawn Backends.	Auto-detected based on environment
Aspect	Task (subagent)	Task + team_name + name (teammate)
Lifespan	Until task complete	Until shutdown requested
Communication	Return value	Inbox messages
Task access	None	Shared task list
Team membership	No	Yes
Coordination	One-off	Ongoing
Backend	How It Works	Visibility	Persistence	Speed
in-process	Same Node.js process as leader	Hidden (background)	Dies with leader	Fastest
tmux	Separate terminal in tmux session	Visible in tmux	Survives leader exit	Medium
iterm2	Split panes in iTerm2 window	Visible side-by-side	Dies with window	Medium
Issue	Cause	Solution
"No pane backend available"	Neither tmux nor iTerm2 available	Install tmux: `brew install tmux`
"it2 CLI not installed"	In iTerm2 but missing it2	Run `uv tool install it2`
"Python API not enabled"	it2 can't communicate with iTerm2	Enable in iTerm2 Settings → General → Magic
Workers not visible	Using in-process backend	Start inside tmux or iTerm2
Workers dying unexpectedly	Outside tmux, leader exited	Use tmux for persistence
Error	Cause	Solution
"Cannot cleanup with active members"	Teammates still running	`requestShutdown` all teammates first, wait for approval
"Already leading a team"	Team already exists	`cleanup` first, or use different team name
"Agent not found"	Wrong teammate name	Check `config.json` for actual names
"Team does not exist"	No team created	Call `spawnTeam` first
"team_name is required"	Missing team context	Provide `team_name` parameter
"Agent type not found"	Invalid subagent_type	Check available agents with proper prefix