I had been trying to solve (Probability of rolling a 1 before you roll two 2's, three 3's, etc) this problem for quite some while and I think I had found some way ahead but I cant seem to find the closed from for the summation that I ended up on. The summation is:
$$\frac{1}{n}\sum_{r=o}^{n-1}{\frac{\binom{n-1}{r}r!}{n^{r}}}$$
I also couldn't come up with worthy bounds for which the summation converges to a particular value(although it does converge as discussed in the original post) by the use of squeeze theorem.
Also WolframAlpha gives the sum as
$$\frac{1}{n}\sum_{r=o}^{n-1}{\frac{\binom{n-1}{r}r!}{n^{r}}}=\left({\dfrac{e}{n}}\right)^n\Gamma(n,n)$$
Edit:- I dont know how to handle the $\Gamma(n,n)$ and that is what I need help in which I forgot to mention and it also was the whole point of the post.