I'm suddenly getting very confused about a basic question. Suppose somebody tells you that the action is invariant under the transformation $$x \to x', \quad \phi(x) \to \phi'(x').$$ I realize this notation is ambiguous, but it seems to be common. For example, one might define a Lorentz transformation in this sloppy fashion as $$x \to \Lambda x, \quad \phi \to \phi(\Lambda^{-1}x)$$ or a dilation transformation as $$x \to \lambda x, \quad \phi \to \lambda^\alpha \phi(x/\lambda).$$
Now suppose the action is $$S_{000}^0 = \int_a^b dx \, h(\phi(x)).$$ Then I can think of fifteen things "the action is invariant" could naively mean. Define $$S^1_{111} = \int_{f(a)}^{f(b)} dx' \, h(\phi'(x')), \quad S^0_{101} = \int_a^b dx'\, h(\phi(x')), \quad S^1_{010} = \int_{f(a)}^{f(b)} dx \, h(\phi'(x))$$ along with twelve other quantities in what is hopefully a self-explanatory notation. Then one of these quantities is equal to $S_{000}^0$, but which one is typically meant?