Wilson plants himself onstage for the final run of “Charlie, Last Name Wilson,” his first hit as a solo artist. And he launches the rocket in his throat, crossing nine syllables in one breathe.

In the early 1980s, Charlie Wilson is a womanizing US congressional representative from Texas who seemed to be in the minor leagues, except for the fact that he is a member of two major foreign ...