Hello @christian.weissmann welcome to the community!
Unfortunately, as you’ve discovered, there’s currently no mechanism to cache tokens in Actions - This is a common ask, and something that is being discussed internally. I did a brief dig through our Feedback section and did find this request which I definitely recommend adding to - Our product team monitors these closely 