I think EmbarrassedSpider34 is correct.
When you pass the requirements to clearml-task, actually the agent depending on how it was configured (conda / pip) will do the installation.
That said, maybe it is worth adding support to provide the env.yml in the CLI ?
(Notice that adding specific channels needs to be configured on the agent, they are not stored per Task)
AlertCamel57 wdyt?