I'll shut up; I'll keep quiet
Colloquial expression used by the speaker to indicate they will stop talking, often after being told to be quiet or realizing they've said too much.
Oh, sorry. I'll shut up now.
From 口 (mouth) + に + チャック (zipper), literally 'zipper on the mouth'. A colloquial metaphor for keeping quiet.