There’s an interesting pattern here.

When the context gets edited and compressed enough, it sometimes stops behaving like something that needs to be managed, and starts reconstructing what it needs automatically.

At that point, the system feels less like search + filtering, and more like a single process that’s continuously re-forming its own context.