How does this skill handle file conflicts?

It utilizes file partitioning strategies, ensuring that no two agents are assigned the same files or directories simultaneously to avoid merge conflicts.

Which Claude models are recommended for orchestration?

The skill suggests using Haiku for lookups and fetching, Sonnet for implementation and coding, and Opus for complex architectural decisions and task decomposition.

What is the difference between Subagents and Teams?

Subagents are used for independent tasks that don't require peer-to-peer communication, whereas Teams allow agents to message each other and collaborate on long-running, interdependent tasks.

What is the Conductor pattern in this skill?

The Conductor pattern is an orchestration strategy where a primary agent focuses on decomposing, delegating, and synthesizing work instead of performing the execution themselves.

Multi-Agent Orchestration

Name: Multi-Agent Orchestration
Author: spences10

byspences10

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Productivity & Workflow

Orchestrates complex multi-agent workflows and team coordination patterns within Claude Code to solve large-scale development tasks.

The orchestration skill provides a sophisticated framework for managing multiple AI agents, enabling Claude Code to function in team mode for complex projects. It introduces standardized patterns such as fan-out, pipeline, and map-reduce to help decompose large tasks into manageable units. By providing guidance on when to use independent subagents versus collaborative teams, and how to select the optimal model (Haiku, Sonnet, or Opus) for specific sub-tasks, this skill ensures efficient parallel processing and high-quality synthesis of results while preventing file access conflicts.

Key Features

01Advanced multi-agent coordination patterns including Fan-out, Pipeline, and Map-Reduce

02Automated task decomposition via the Conductor pattern

03Model selection optimization for performance and cost-efficiency

04Dynamic decision framework for switching between Subagents and collaborative Teams

0516 GitHub stars

06File partitioning logic to prevent multiple agents from conflicting on the same code

Use Cases

01Parallelizing codebase-wide refactoring tasks across multiple specialized subagents

02Automating multi-step documentation or audit workflows using background workers

03Establishing a persistent team of agents for complex, long-running feature implementations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add spences10/claude-code-toolkit orchestration

For use in Claude.ai and ChatGPT

Download Skill