After closing Skype and selecting to remember your account and settings, you may still be prompted to enter your username and password when you launch Skype for Linux again.
To help with this issue, please verify that your keychain is properly configured or you can install gnome-keyring from your package repository in case it is missing.Learn more about gnome-keyring package.