For anything larger than 2 pins, pin 1 at upper left and pin 1 at lower left are both quite common. Components are also reeled more or less randomly. (There are some patterns, but you'll be better served by pretending there aren't.)
Put that all together and it means... it's all a cluster and gets manual intervention for every build. You can't automate it, but you can automate the intervention (that's what JLCPCB has done to enable scaling to lower volumes).
Just pick "lower left" or "upper left" for your library and stick to it. That's the best you can realistically do.
Also, LEDs are terrible and everyone hates them.
JLC is also extremely unique because they offer the component orientation configuration GUI. This GUI's output is likely used for PNP tape orientation configuration as well.