Orchestrator

About

Orchestrator transforms large, complex requests into structured workstreams by breaking down tasks into atomic components. It automatically routes sub-tasks to specialized agents—such as Explore for research, Plan for architecture, and General-purpose for implementation—and coordinates their execution in parallel or sequence based on dependencies. This skill is essential for major refactors, codebase migrations, or feature implementations that span multiple files and domains, ensuring comprehensive execution with detailed progress tracking and final result synthesis.

Key Features

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• Parallel and sequential workstream execution with dependency management
• Seamless integration with auto-ralph for iterative loops and ultrathink for deep planning
• Automated task decomposition using the AND/OR dependency model
• Real-time complexity assessment from Simple to Epic levels
• Intelligent multi-agent routing based on task characteristics

Use Cases

• Managing large-scale migrations where schema changes, logic updates, and documentation must be synchronized
• Performing a full codebase audit and security refactoring across multiple directories simultaneously
• Implementing new features that require simultaneous pattern research, API development, and unit testing