A girl likes to chat with me when she has something to do. We are both single. May I take it that she likes me?

Yes, at least I like it. If a girl doesn't like a boy, she won't go to him for anything, except for a special purpose.

If you like her too, come on. If you don't like her, you can gradually alienate yourself to avoid misunderstanding, or choose to be friends directly!