Few people are constantly unlucky, like, day after day after day. Most of our lives are stochastic enough that luck and bad luck, on average, balance out. A random walk in both directions.

"Oh, and being rich helps your agency quite a lot." - Yeah, if you can manage your wealth, but if a stupid person somehow gets a lot of money, my bet would be on them losing those in spectacular way within a few years.