The sum in question is . Applying Cauchy-Schwarz and then Bessel's inequality gives
If either original vector is zero, equality holds. If both are nonzero, equality forces both projection norms to equal their original norms and also forces dependence of the projected vectors. Thus apart from the zero-vector cases, equality holds exactly when and are linearly dependent.
For the final unnumbered request, apply Cauchy-Schwarz in to and . Their inner product is , so
Equality requires the positive vectors to be proportional, equivalently constant for . For this is . If , equality holds for every .

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