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The PRP Ralph Loop skill enables Claude to function as an autonomous agent by following a structured iteration protocol designed for complex engineering tasks. It manages state via a dedicated local file, ensuring that multi-step development plans are executed systematically with mandatory validation checks—including type-checking, linting, and testing—at every stage. This skill is particularly useful for long-running tasks where maintaining context across iterations and ensuring production-grade code quality through autonomous refinement are essential.