Creating a color replacer: overcoming RGB limitations with HSV solutions

I've been building browser-based image tools for a while now, and color replacement is one of those features that seems simple on the surface but hides a lot of interesting problems. I want to write about the main one: why the obvious approach (RGB distance matching) fails on real photos, and how HS