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Coding Test Reviewer is a specialized tool for developers practicing for technical interviews and competitive programming. It streamlines the learning process by automatically generating detailed evaluations within a project's README files, offering critical insights into areas for improvement and highlighting efficient implementation patterns. By analyzing user comments and logic, it provides personalized feedback and recommends similar problems to ensure a comprehensive understanding of algorithms and data structures, making it an essential companion for structured coding test preparation.