For an arbitrary smooth variation vanishing at both endpoints,
The endpoint term in integration by parts is zero. stationarity for every variation and the fundamental lemma of the calculus of variations imply the Euler-Lagrange equations . Least action here means stationary action, not necessarily a global minimum. The conjugate momentum is ; a cyclic coordinate, , makes constant.
For the symmetric top, and are cyclic. Thus
are constant, and consequently so is . Conservation of energy from time-translation invariance also supplies the conserved energy
These give the requested additional conserved quantities and . The equation is
For constant and constant precession rate , it reduces to
Conversely, choose constants satisfying this balance and set . The cyclic equations and equation are then all satisfied, so this constructs uniform precession wherever the Euler-angle chart is regular.

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