The distribution of $T$ is indeed asymptotically normal, by virtue of any one of the many central theorems for stationary weakly dependent (here, even $2$-independent) random variables. See e.g. Theorem 0 in Bradley (due to Ibragimov), the conditions of which are easily verified in your case.
Iosif Pinelis
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