Does a wide-band, high-current, inline ammeter circuit already exist?
Do products already exist that do this? Is there a specific name?

An autoranging multimeter springs to mind and, given that a log amplifier is going to deliver fairly unattractive accuracy and drift levels, virtually (if not all) auto-ranging multimeters will be good enough.