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The Parallel Agent Dispatcher skill is a sophisticated workflow pattern designed for Claude Code to handle complex debugging and refactoring tasks. When faced with multiple, unrelated failures—such as broken tests across different subsystems or independent race conditions—this skill provides the framework to spin up dedicated agents for each problem domain. By working in parallel rather than sequentially, it significantly reduces time-to-resolution, maintains focus within specific code scopes, and prevents the 'context-bloat' that often occurs when a single agent tries to fix everything at once.