Answer
Indeed, "Skylark" is not a song by Johnny Mercer. The correct answer is "Stormy Weather". Mercer wrote the lyrics for "Skylark", which was composed by Hoagy Carmichael in 1941. "Stormy Weather" was written by Harold Arlen and Ted Koehler, and was introduced by Ethel Waters in the 1933 film of the same name.