You should be able to open the pipes at the beginning of the session, and close them after, passing the pipe variables around as needed. Prolog wouldn't be any

You should be able to open the pipes at the beginning of the session, and close them after, passing the pipe variables around as needed. Prolog wouldn't be any different to other programming languages there. What errors are you getting? Maybe post to the swipl mailing list?