Audits whether a Robotics or AI manuscript accurately describes its implementation, configs, data pipeline, training and inference behavior, evaluation code, defaults, and generated tables or figures. Use when reconciling a paper with a codebase, preparing an artifact release, checking implementation drift, or verifying that equations, algorithms, hyperparameters, and system claims match the released code.
