stuntd

What it does

A local proxy records repeated typed decisions, trains small Laya heads, and falls back upstream when confidence is insufficient.

How you can use it

Identify routine yes-or-no questions or fixed ratings that your app asks an online service every day. A developer can point your app toward this tool instead. It silently listens to those questions and records the answers your provider sends back until it learns the pattern.

Once it gathers at least a few hundred examples, it starts answering the simplest questions directly on your own computer. Whenever it feels unsure of an answer, it sends the task to your paid online account. This only works for fixed choices or numbers, never for open writing or summaries.