Negotiating treaties is the exclusive authority of POTUS but approving them is the US Senate's job.
"Committing to work together" is probably vague enough that it's not meaningful but "signed an economic partnership" with a foreign ambassador is pretty explicit.
I wonder how they're going to make this one work.