Liminal  /  the thread  /  precision on the tin · local-first
The thread · learns your line

Every dismiss makes the next list sharper.

When you dismiss a wrong loop, Liminal records why and stops surfacing that shape. The number that matters is the noise rate — how much of what it shows you, you throw away — and it should fall every week. It's printed on the tin, not buried in a settings page.

Noise rate · dismissed ÷ surfaced
What it learned from you
Liminal · the thread| the noise rate is on the tin, weekly| open loops →| all thread cuts →