[step:Check in holomorphic coordinates that pullback preserves bidegree]Let $m = \dim_{\mathbb{C}} X$ and $n = \dim_{\mathbb{C}} Y$. Fix a point $x_0 \in X$. Choose a holomorphic coordinate chart $(U,z)$ on $X$ with $x_0 \in U$, where
\begin{align*}
z: U \to z(U) \subset \mathbb{C}^m
\end{align*}
has coordinate functions $z_1,\dots,z_m$, and choose a holomorphic coordinate chart $(V,w)$ on $Y$ with $F(x_0) \in V$ and, after shrinking $U$ if necessary, $F(U) \subset V$. Write the component functions of $F$ in these coordinates as smooth complex-valued maps
\begin{align*}
F_a := w_a \circ F|_U: U \to \mathbb{C}
\end{align*}
for $a \in \{1,\dots,n\}$.
Since $F$ is holomorphic, each $F_a$ is holomorphic in the variables $z_1,\dots,z_m$, hence
\begin{align*}
\frac{\partial F_a}{\partial \bar z_i} = 0
\end{align*}
for every $i \in \{1,\dots,m\}$ and $a \in \{1,\dots,n\}$. Therefore
\begin{align*}
F^*(dw_a) = d(F_a) = \sum_{i=1}^{m} \frac{\partial F_a}{\partial z_i}\, dz_i.
\end{align*}
Similarly, since $\overline{F_a}$ is anti-holomorphic,
\begin{align*}
F^*(d\bar w_a) = d(\overline{F_a}) = \sum_{i=1}^{m} \frac{\partial \overline{F_a}}{\partial \bar z_i}\, d\bar z_i.
\end{align*}
Thus $F^*(dw_a)$ has type $(1,0)$ and $F^*(d\bar w_a)$ has type $(0,1)$.
Now let $\beta \in \Omega^{p,q}(Y)$ be a smooth form of pure type $(p,q)$. On $V$ it is a finite sum of coordinate monomials
\begin{align*}
h_{I,J}\, dw_{i_1} \wedge \cdots \wedge dw_{i_p} \wedge d\bar w_{j_1} \wedge \cdots \wedge d\bar w_{j_q},
\end{align*}
where each coefficient is a smooth function
\begin{align*}
h_{I,J}: V \to \mathbb{C},
\end{align*}
and $I=(i_1,\dots,i_p)$, $J=(j_1,\dots,j_q)$ are increasing multi-indices. Pulling back such a monomial gives
\begin{align*}
(h_{I,J}\circ F)\, F^*(dw_{i_1}) \wedge \cdots \wedge F^*(dw_{i_p}) \wedge F^*(d\bar w_{j_1}) \wedge \cdots \wedge F^*(d\bar w_{j_q}).
\end{align*}
The first $p$ factors have type $(1,0)$ and the last $q$ factors have type $(0,1)$, so each summand has type $(p,q)$. Hence
\begin{align*}
F^*\beta \in \Omega^{p,q}(X).
\end{align*}[/step]