1.) According to Barkhausen`s criterion, self-sustained oscillations are possible if and only if the loop gain LG=Aβ is exactly unity.
However, there is no design based on linear components (R, L, C, amplifiers) which exactly can meet this requirement (tolerances, temperature changes and other uncertainties).
For this reason, each harmonic oscillator is designed for a loop gain larger than unity (LG=Aβ>1).
2.) This enables a save start of oscillations because LG>1 leads to complex poles in the right half of the s-plane (RHP).
However, the amplitude of the sinusoidal signals will continuously increase until it will be clipped by the supply voltage limits. This will result in a bad signal quality (large THD).
3.) To avoid such a hard clipping and to improve non-linear distortions, in most cases a "soft-limiting" device is included which automatically decreases the loop gain "more softly".
There are several methods to perform this task - as the most simple method two anti-parallel diodes can be used across the gain-fixing resistor. As an alternative, one can use control-loop (AGC) based on an amplitude-controlled resistor (example: FET). It is the task of these non-linear devices to bring the loop gain LG automatically back to unity for rising amplitudes (to bring the poles back to the imaginary axis).