orchestrating-swarms

Orchestrate Claude Code agent swarms for parallel reviews and dependency-driven pipeline workflows.

11|2|Updated Feb 26, 2026
One-click install
npx skills add https://github.com/James-Traina/compound-science --skill orchestrating-swarms-james-traina
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrating-swarms
Source: https://github.com/James-Traina/compound-science/tree/main/skills/orchestrating-swarms
Command: npx skills add https://github.com/James-Traina/compound-science --skill orchestrating-swarms-james-traina

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrates coordinated multi-agent workflows by coordinating swarms of Claude Code agents to perform parallel reviews, pipeline planning, and dependency-driven task execution.

Core Features & Use Cases

  • Parallel reviews and multi-agent coordination using TeammateTool and Task system.
  • Pipeline workflows with dependencies and self-organizing task queues.
  • Leader-teammate lifecycle management and results synthesis for reusable solutions.

Quick Start

Spawn a swarm of teammates to perform parallel reviews and start a coordinated pipeline workflow.

Frequently Asked Questions about orchestrating-swarms

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

FAQPage Schema
How do I coordinate multiple Claude Code agents to run parallel reviews?

Multi-agent coordination uses Claude Code's TeammateTool and Task system to orchestrate swarms of agents for parallel reviews, enabling collaborative analysis and divide-and-conquer task execution across subagents.

What is multi-agent swarm orchestration for pipeline workflows?

Swarm orchestration coordinates leader and teammate agents to manage pipeline workflows with dependencies, self-organizing task queues, and in-team messaging, synthesizing results into reusable solutions for complex project execution.

Can I manage task dependencies and queues with multi-agent swarms in Claude Code?

Yes, swarm orchestration supports dependency-driven task execution and self-organizing task queues, allowing leader agents to manage lifecycle events and delegate work to teammate workers through Claude Code's Task system.

Does orchestrating swarms require the TeammateTool to plan work in Claude Code?

Yes, the TeammateTool and Task system are required to spawn swarms, manage leader-teammate lifecycles, and execute coordinated pipeline workflows with dependencies and in-team messaging.

What's the best way to automate divide-and-conquer task execution across subagents?

Orchestrating swarms divides complex workflows across teams of subagents and teammates, using leader-worker lifecycle management and dependency tracking to parallelize task execution and synthesize results.

When should I use multi-agent orchestration instead of a single Claude Code agent?

Use multi-agent orchestration when projects require collaborative analysis, pipeline automation, or parallel reviews that exceed a single agent's capacity, benefiting from divide-and-conquer execution and dependency management.