How to I add something to the .gitignore so that the match is not recursive?
From the gitignore manpage:
An optional prefix ! which negates the pattern; any matching file excluded by a previous pattern will become included again. If a negated pattern matches, this will override lower precedence patterns sources.
So !* as the first line in your .gitignore will clear all previous patterns.