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claude-devfleet

Plan and orchestrate parallel multi-agent coding tasks using git worktrees and automatic merges.

2|Updated Mar 20, 2026
Search Tags:#automation#planning#multi-agent#worktree#devfleet#code-dispatch
One-click install
npx skills add https://github.com/multiplex-ai/muggle-ai-teams --skill claude-devfleet-multiplex-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-devfleet
Source: https://github.com/multiplex-ai/muggle-ai-teams/tree/main/skills/claude-devfleet
Command: npx skills add https://github.com/multiplex-ai/muggle-ai-teams --skill claude-devfleet-multiplex-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Use this skill when you need to dispatch multiple Claude Code agents to work on coding tasks in parallel. Each agent runs in an isolated git worktree with full tooling.

Core Features & Use Cases

  • Plan and orchestrate projects by breaking tasks into missions with a clear dependency DAG.
  • Create and manage projects and missions, dispatch agents, and auto-dispatch subsequent tasks as dependencies resolve.
  • Monitor progress with status queries and compile structured reports for next steps and results.

Quick Start

Describe your task to trigger planning and begin automated, parallel execution across isolated worktexts.

Frequently Asked Questions about claude-devfleet

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I orchestrate parallel coding tasks across multiple agents?▼

You can dispatch multiple Claude Code agents to work in parallel by breaking your project into missions with a clear dependency DAG. Each agent runs in an isolated git worktree with full tooling for safe, parallel execution.

What is the best way to manage multi-agent development with isolated git worktrees?▼

The best way to manage multi-agent development is to create projects and missions, dispatch agents, and auto-dispatch subsequent tasks as dependencies resolve. You monitor progress using status queries and compile structured reports for incremental integration.

How do I automatically merge parallel code changes from isolated worktrees?▼

Automatic merges are handled by auto-dispatching subsequent tasks as dependencies resolve. This incremental integration ensures safe, auditable execution with explicit dependencies across the isolated git worktrees.

Can I plan and execute a project by breaking tasks into missions with dependencies?▼

Yes, you can plan and orchestrate projects by breaking tasks into missions with a clear dependency DAG. This allows parallel development, validation, and incremental integration with auto-dispatch and automatic merges.

How does auto-dispatch work for subsequent coding tasks in parallel development?▼

Auto-dispatch works by automatically triggering subsequent coding tasks as dependencies resolve within the dependency DAG. This ensures continuous parallel development and incremental integration without manual intervention.

Do I need git worktrees to run multiple Claude Code agents in parallel?▼

Yes, git worktrees are required to provide each Claude Code agent with an isolated environment. This isolation ensures safe, auditable execution and prevents conflicts during parallel development and automatic merges.

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