Some people want to move code from user space to kernel space in Linux for some reason. A lot of times the reason seems to be that the code should have particularly high priority or simply "kernel space is faster".
This seems strange to me. When should I consider writing a kernel module? Are there a set of criterias?
How can I motivate keeping code in user space that (I believe) belong there?
Rule of thumb: try your absolute best to keep your code in user-space. If you don't think you can, spend as much time researching alternatives to kernel code as you would writing the code (ie: a long time), and then try again to implement it in user-space. If you still can't, research more to ensure you're making the right choice, then very cautiously move into the kernel. As others have said, there are very few circumstances that dictate writing kernel modules and debugging kernel code can be quite hellish, so steer clear at all costs.
As far as concrete conditions you should check for when considering writing kernel-mode code, here are a few: Does it need access to extremely low-level resources, such as interrupts? Is your code defining a new interface/driver for hardware that cannot be built on top of currently exported functionality? Does your code require access to data structures or primitives that are not exported out of kernel space? Are you writing something that will be primarily used by other kernel subsystems, such as a scheduler or VM system (even here it isn't entirely necessary that the subsystem be kernel-mode: Mach has strong support for user-mode virtual memory pagers, so it can definitely be done)?