Your question is Regression Discontinuity Causal Inference. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Explain how to set up a regression discontinuity study design and how it can be used to make a causal identification.