Something is wrong here. I have an eta-quotient
$$g(z) := \eta^{2}(z)\eta(2z)\eta(4z)\eta^{2}(8z),$$
which belongs to $S_{3}(8, \chi)$ according to page 3 of http://sites.science.oregonstate.edu/~math_reu/proceedings/REU_Proceedings/Proceedings2018/NickAsiminaBen.pdf (this is also found in many other texts on the same subject) (the character can be found explicitly there too).
However, page 4 (again a standard result on eta-quotients) tells me that the order of $g$ at the cusps $1/2, 1/4$ of $\Gamma_{0}(8)$ are both $1/2$. What is going on here?
For $g\in M_K(\Gamma)$ and $\gamma\in SL_2(\Bbb{Z})$ then $g|_k \gamma$ is (weight $K$) $\gamma^{-1}\Gamma\gamma$ invariant. Let $m$ be the least positive integer such that $\pmatrix{1&m\\0&1}\in \gamma^{-1}\Gamma\gamma$.
And the order of vanishing of $g$ at the cusp $\gamma(i\infty)$ is the $r$ such that $$g|_K \gamma(\phi(s)) \sim C s^r \text{ as } s\to 0$$