orchestrating-swarms

Coordinate multiple Claude Code agents by using TeammateTool integration to spawn teams, assign tasks, and manage messages across a swarm for parallel execution. It provides a structured workflow to deploy specialists that process tasks concurrently.

A self-organizing task queue in multi-agent orchestration is a workflow pattern where multiple Claude Code agents dynamically pull and process tasks from a shared system. It enables scale-out automation and concurrent task processing across project teams.

Yes, you can run pipeline-style workflows across teams by leveraging the task system integration. It supports concurrent, dependent, and pipelined workflows, allowing coordinated code reviews and sequential task execution across spawned agent swarms.

Yes, TeammateTool is required for team creation and member management within the swarm. It provides the core patterns for swarm coordination, fault-tolerance, and lifecycle management across your automated agent workflows.

The best way to automate parallel code reviews is by spawning a coordinated swarm of Claude Code agents. Using the TeammateTool and task system integration, you can deploy parallel specialists to review code and report results simultaneously.

You should avoid swarm orchestration for tasks that are strictly sequential or lack independent processing steps. It is designed for parallel, dependent, and pipelined workflows, so single-agent execution is better for simple, isolated operations.