awfind

The problem

An agent with no search guesses from training data; an agent handed a raw web API gets ten blue links and burns its context reading them.

Adopt it

pip install awfind

Ask one question and get ranked answers back instead of a page of results.

Pairs with

awdkawbrowseawsh

Pairing is composition, never dependency — awfind installs and runs on its own.

The rest of the Aither World

Every brick below is live, drawn from that repository's own published manifest.