Embodied-BenchClaw is an innovative autonomous system designed to streamline the construction of embodied spatial intelligence benchmarks, significantly reducing manual effort. Its five-stage pipeline enhances the reusability and reliability of benchmarks across various spatial reasoning tasks and robotic applications.