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The update-state skill provides a robust, scriptable interface for managing the execution state of Claude Code marathons within the marathon-ralph framework. By utilizing deterministic bash scripts and jq, it eliminates the risks associated with manual JSON editing, ensuring that state transitions—such as starting or completing issues, switching phases, and updating progress stats—are atomic, safe, and consistent. This skill is essential for maintaining accurate project tracking without increasing token context overhead, making it ideal for long-running autonomous development tasks.