A mediation question needs a timeline

For longitudinal data, write down the exposure, mediator and outcome at each wave before fitting a model. Prior outcomes and exposure-affected covariates can change which direct or indirect effects are identifiable.

I keep intervention-regime estimands separate from within-person associations. Both can be informative, but they answer different questions.