HyperShell is an elegant, cross-platform, high-performance computing utility for processing shell commands over a distributed, asynchronous queue. It is a highly scalable workflow automation tool for many-task scenarios. There are several existing tools that serve a similar purpose, but lack some aspect that HyperShell provides (e.g., distributed, detailed logging, automated retries, super scale). Novel aspects of HyperShell include but are not limited to (1) cross-platform, (2) client-server design, (3) staggered launch for large scales, (4) persistent hosting of the server, and optionally (5) a database in-the-loop for restarts and persisting task metadata. HyperShell was originally created to support researchers at Purdue University, out of a specific unmet need. It has been in use for several years now. With this next release, we've completely re-implemented HyperShell as both an application and a library to provide new features, scalability, flexibility, robustness, and wider support. (https://github.com/glentner/hyper-shell)