orchestrating-swarms

To coordinate parallel multi-agent workflows in Claude Code, you can use the TeammateTool and Task system to create teams, spawn specialized agents, and manage inter-agent messaging. This enables parallel code reviews and pipeline-driven projects.

Yes, you can build task pipelines with dependencies across multiple Claude agents. The orchestration system allows you to create and manage tasks that depend on each other, enabling complex pipeline-driven projects across a collaborative swarm.

A self-organizing task queue dynamically distributes work across a spawned swarm of agents. By coordinating teammates through the Task system, agents autonomously pick up and complete dependent tasks to streamline parallel workflows.

To spawn specialized agents for a code review swarm, you create a team and use the TeammateTool to spawn built-in or plugin agent types. These teammates then execute parallel reviews with lifecycle controls managing their execution.

No, the multi-agent orchestration requires no external dependencies. It operates entirely within the Claude Code environment using the native TeammateTool and Task system to manage teams, spawn agents, and handle inter-agent messaging.

You should use multi-agent orchestration instead of a single session when handling complex workflows that require parallel execution, such as running multiple code reviews simultaneously or managing pipeline-driven projects with inter-task dependencies.