Storing the state between levels (just score and level number?) in local storage would do the trick. Erase the state at game over. If the page launches with a state in local storage you know a game didn't finish and can resume from the start of the most recent level

Ah. I was thinking how to actually save all previous levels, but that is not needed, just the level number is needed, you're right.