Comment from illustrator Chaa:
Gear-tan is here to show off her new school uniform!
If her name makes it too obvious, then maybe the sprocket on her necktie is more subtle--she's an android!
But even she doesn't know what to do with the extra length of blue ribbon.
Somebody needs to keep up with her anime memes! Lift your arms up and I'll show you where to tie it.