I love stealth games, and there are not enough out there. I really like your attempt on making a 2D stealth game. The switch when switching to the "invisible" mode is a good idea. With a bit more polish this game can be quite fun. The controls feel floaty and not very responsive. Also some collisions with the enviroment were a bit buggy.
Music was fitting,
Overall, great job!