How would you solidify the form of the TEA Party? That lack of definition is a feature and a benefit.
I would make them an official conservative caucus within the Republican Party as were others through time.
As a caucus they would have official principles to which one would agree and they’d officially endorse, support, and organize for those they’ve officially endorsed and they’d be less enthusiastic about those they hadn’t endorsed.