As you have pointed out, the probability of the first six dice being all even is $\frac{3^6}{6^6}=\frac{1}{2^6}$.
The sum of the first six dice will be some number.
No matter what this number is, the probability that the seventh roll is both even and makes the total sum divisible by $3$ is $1/6$.
To see this explicitly, you can do some casework. I will do one case for you.
Suppose the sum of the first six dice is one more than a multiple of $3$. Then the seventh roll must be a $2$ to make the total sum a multiple of $3$. The seventh roll could be $5$ as well, but you only want even rolls.
It turns out that no matter what the sum of the first six rolls is, there is exactly one "good" seventh roll that will give you what you want.