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Nexus Task Orchestration provides a robust framework for managing multi-stage AI workflows within Claude Code. It enforces rigorous standards for task decomposition, ensuring every objective is broken down into independent units with explicit success criteria and structured contracts. By implementing confidence thresholds, automated deviation logging, and batch execution with user checkpoints, it transforms unpredictable AI responses into a reliable, self-correcting orchestration system. This skill is essential for developers handling long-running refactors, complex research, or multi-step system integrations where observability and state persistence are critical.
