It's surprising what you can do with a hand saw, those Japanese pruning saws are great.
That said, basic chainsaw safety is not hard, even speaking as someone who is quite cautious... Removing limbs or feeling small trees is quite reasonable. But I'm really strict about PPE even for minor work...