Oh, yeah, I'd believe there's some of that going on here. Although I'd also believe that the real rule isn't "don't steal", it's "don't steal too much". With "too much" being defined by some combination of "more than those superior to you in the pecking order" and "in a way that causes public upset".
That has definitely been a commonly deployed trick throughout historical Chinese dynasties. However there are always two sides to it and nothing can be regarded simplistically, especially if you're talking about Xi's anti-corruption campaign. While Xi might be consolidating power with the corruption crackdown, the general welfare of Chinese civil servants have indeed been reduced a lot, to the extent that many of them simply quit and started their own businesses indeed.
Whether one likes it or not, Xi is genuinely trying to make China more like the US and letting the private market play a much bigger role while reducing government support. He's just like Reagan.