As an IC turned temporary manager that went back to being IC, yes, absolutely my skills atrophied. This isn't even a programming thing, this is just a regular human thing with most, arguably all, things that you don't practice for a while.

Also I find the idea that most managers or technical leads are doing any kind of "deep thought" hilarious, but that's just maybe my apathy towards management speaking.