awrepl

The problem

An agent given one-shot shell commands rebuilds its whole world on every call, so it guesses instead of looking — and in a transcript a guess is indistinguishable from a reading. Every variable it wanted is gone the moment the command exits, which is why agents describe state rather than inspect it.

Adopt it

pip install awrepl

Give an agent a live session it can keep poking at, so the next question is asked of the object instead of of its own memory.

Pairs with

awprismawdkawnix

Pairing is composition, never dependency — awrepl 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.