People rarely arrive at training with a perfectly clean body. Old knee pain, a sensitive back, shoulder limitations, or general discomfort can change what a sensible ski-prep plan should look like.
That does not mean an app should diagnose or treat injuries. It means the plan should respect user-reported constraints and avoid pretending that every user can train the same way.
Limitations change exercise selection
A knee-sensitive user may need more careful lower-body progressions. A back-sensitive user may need different core and hinge choices. A shoulder limitation may affect upper-body or balance drills.
The point is not to remove all challenge. The point is to choose challenge that fits the person instead of forcing a generic template.
Intensity should be conservative when confidence is low
If a user reports a limitation, the plan should be more careful with load, jumps in volume, and aggressive progressions. This is especially important when there is little historical training data.
SlopeReady can use those constraints as planning context: not as a medical diagnosis, but as a reason to shape the plan more carefully.
The user should remain in control
Training apps should make it easy to update limitations, explain why exercise choices changed, and avoid hiding important assumptions. If pain changes, the plan should change too.