It looks like you want to understand the content of equation (13.133). This equation is just the statement that the action is invariant under some transformation $\phi\mapsto \phi'$. Being more precise, the action is a functional $S[\phi]$ of the fields in the theory. In general it is written as the integral of some Lagrangian density: $$S[\phi]=\int d^dx {\cal L}(\phi(x),\partial_\mu \phi(x),\partial_\mu \partial_\nu \phi(x))\tag{1}.$$
The Lagrangian density ${\cal L}$ is actually a function of finitely many variables which gets evaluated when these variables take on the values $\phi(x)$, $\partial_\mu \phi(x)$, $\partial_{\mu}\partial_\nu\phi(x)$ and so on for each $x$.
Now consider performing one transformation $\phi\mapsto \phi'$. Then presumably your action would change and this is quantified by $$\delta S=S[\phi']-S[\phi]\tag{2}.$$
Saying that $\delta S=0$ means that the field transformation leaves the action invariant and this is exactly (13.133). This is the definition of a symmetry: a symmetry of the action $S[\phi]$ is defined to be a transformation of the fields keeping the action invariant.
So to check a symmetry you need to know the transformation. A scalar field $\phi(x)$ transforms under translations as: $$\phi'(x)=\phi(x-a)\tag{3}.$$
This is a definition. Observe that $\phi'(x)$ and $\phi(x)$, when compared at the same point, are different. Since equality between functions is pointwise equality, this means that $\phi'(x)$ and $\phi(x)$ are two different functions on spacetime, as expected since you transformed your field configuration. How the field changes at each point is quantified by the variation $\delta \phi(x)=\phi'(x)-\phi(x)$.
Now, given (3) you can check the KG action is invariant. To do so, observe that using the chain rule, the derivatives transform just as $\phi$ itself, $\partial_\mu \phi'(x)=(\partial_\mu \phi)(x-a)$ and $\partial_\mu \partial_\nu\phi'(x)=(\partial_\mu \partial_\nu \phi)(x-a)$. The brackets around the derivative are just to remind that using the chain rule we will get the function $\partial_\mu\phi$ evaluated at $x-a$ and so on.
The point now is that we don't even need the specific KG action. All we need is that all terms in the KG Lagrangian are built from the field and its partial derivatives, this means that we have
$${\cal L}(\phi'(x),\partial_\mu \phi'(x),\partial_\mu \partial_\nu \phi'(x))={\cal L}(\phi(x-a),(\partial_\mu \phi)(x-a),(\partial_\mu \partial_\nu \phi)(x-a)).\tag{4}$$
Now substitute into the action. You will find that
$$S[\phi']=\int d^dx {\cal L}(\phi(x-a),(\partial_\mu \phi)(x-a),(\partial_\mu \partial_\nu \phi)(x-a))\tag{5}.$$
Now make a change of variables $x\to x+a$. This is just a translation so the measure is kept invariant, and comparing to (1) we see that
$$S[\phi']=S[\phi].\tag{6}$$