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Ultrawork is a high-autonomy execution engine for Claude Code designed to handle large-scale implementation tasks without human intervention. By adopting a self-learning loop, it processes specified ranges within a project's Plans.md file, automatically managing the entire cycle of writing code, building, testing, and conducting reviews. It shifts the development paradigm from manual task-by-task execution to a persistent, goal-oriented state where the AI perseveres through failures and learns from previous iterations until the entire scope is production-ready.