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The Swarm CLI skill empowers Claude to operate effectively within a multi-agent environment by providing a robust framework for shared knowledge and task management. It allows agents to query a 'hivemind' for past solutions, manage task lifecycles through a central repository, and coordinate file edits via a reservation system to avoid race conditions. This skill is essential for complex, distributed development projects where multiple AI agents or human contributors need to maintain synchronization and institutional knowledge.