Ted Poe quits House Freedom Caucus because it sees itself as the opposition party to the Republicans

Well there you go. It dawns on Ted that their self-identity is not Republican.

He's right. They see themselves as libertarians.

Here:

[T]he Freedom Caucus has always been the opposition caucus against the Democrats, and now that we are in the majority, it continues to be the opposition caucus.