I have a Lebesgue integration question and a proposed proof. Please advise.
Let $\Omega \subset \mathbb{R}^{n}$(denote the boundary as $\partial \Omega$) and consider $$\int_{\partial \Omega} vf d\lambda \geq 0 \text{ } \text{ for all } v \in C^{1}(\overline{\Omega}) \text{ } \text{ with } f \in C^{1}(\overline{\Omega})$$ then it follows that $f \geq 0$ for every $x \in \partial \Omega$. Also we are given that $v|_{\partial \Omega} \geq 0$.
Combining my ideas into an answer:
Define $v(x) = -f(x) \chi_{f^{-1}(-\infty,0]}(x)$. Note that in general $v$ is only $C^0$, not $C^1$, so we cannot simply use it as a test function directly.
Suppose there exists $x$ so that $f(x) < 0$. Then by continuity of $v$ and $f$, $\langle v,f \rangle < 0$. By Cauchy-Schwarz we have that $\| f \|_{L^2} > 0$, so we can define $\varepsilon = \frac{|\langle v,f \rangle|}{2 \| f \|_{L^2}}$. Find $w \in C^1$ so that $\| w - v \|_{L^2} < \varepsilon$. (It takes a little work to show this can be done.) Then, using Cauchy-Schwarz,
$$\left | \langle w,f \rangle - \langle v,f \rangle \right | = \left | \langle w-v,f \rangle \right | \leq \| w - v \|_{L^2} \| f \|_{L^2} \leq \frac{|\langle v,f \rangle| \| f \|_{L^2}}{2 \| f \|_{L^2}} = \frac{|\langle v,f \rangle|}{2}.$$
Consequently
$$\langle w,f \rangle \leq \frac{\langle v,f \rangle}{2} < 0$$
which achieves the desired contradiction.