Set an automatic away signal in Skype
You can remedy this and make sure you’re not inadvertently showing people the wrong message.
Open Skype, and then head to “tools” up the top of the screen, and then “options”.
There, you’ll see a box that says “show me a away when I’ve been inactive for X minutes”. All you need to do is set a minute amount, and you’re good to go.