Probably leaking fork seals. Which is why you no longer have any fork oil. Notice fluid near the bottom of the fork? That's fork oil if it's there. Need to remove forks from bike, disassemble, replace seals, refill with fork oil, and reassemble. And no, it's not a novice thing to do.