Should hyphenated compound words be permitted to break across lines?

Yes, at least according to the Purdue OWL:

For line breaks, divide already-hyphenated words only at the hyphen:

mass-
produced
self-
conscious


I'm British educated, and we were taught this for line-end compounds:

self
-conscious

mass
-produced

IOW, the hyphen went to the next line.