Treasure Workflow currently allows for most of the functionality that Digdag allows, with a few exceptions.
sh> for running shell scripts
rb> for running ruby scripts
embulk> for running arbitrary Embulk jobs (but you can use td_load> for importing bulk data into Treasure Data)
download_file: parameter with the td> and other operators for downloading files locally. Instead, use the Treasure Data result export functionality