a rich software ecosystem (https://www.commonwl.org/tools/) with lots of language support, job execution and submission helpers, web-focused visualization that promise versatile consumption avenues
it goes substantially beyond the expressiveness of a datalad run record
CWL (https://www.commonwl.org) appears to be an excellent candidate for compute specifications. It has
I would see too downsides to its adoption: