What is your quick, no-bs method for stopping bookmark hoard?

I have hundreds of saved links sitting in random folders that i almost never open again.

Buying a dedicated bookmark manager app feels like overkill for basic link saving but keeping everything in chrome is just making a huge mess.

Do you guys actually go back and delete stuff regularly or is there a simple trick to keep the clutter down?