I've been thinking about this question and trying to apply Dirichlet's theorem on primes in arithmetic progressions, but can't seem to get the details of the argument. Dirichlet says there are infinitely many primes $p$ with $p \equiv -1 \pmod{m}$. My general idea is to assume that $p_1, \dots, p_n$ have been constructed with $\gcd(p_1 + 1, \dots, p_n + 1) = km$, and then construct a new prime that has $p \equiv -1 \pmod m$ that reduces the gcd (or ideally, is just coprime to $k$). However, I can't see how to do this in the case that $k$ is not coprime to $m - 1$.
If it matters, I also need this result to be true even when excluding primes smaller than some given $N$, but I don't think this will have much consequence. Thanks so much for the help!