awtoll
What every tool call costs you in context, measured from your own transcripts.
The Aither World is an operating system for agents — a Linux you can hand to one, the runtimes it works in, and the tools it works with. awtoll is one of its 68 bricks — each installs on its own, runs offline, and needs no account.
The problem
Every agent stack claims its search/graph/memory tool is cheaper than grepping and re-reading files. Nobody measures it. The claim lives in a README or a code comment, measured once during development and gated by nothing — so a tool can regress into costing MORE than what it replaced and every signal stays green, because a tool that returns less looks identical to a tool that saves you something.
that your tooling is saving you context
the measured token cost of each tool call, and what the alternative cost
Adopt it
pip install awtollPoint it at your agent transcripts and see what your ten most-used commands cost.
Pairs with
Pairing is composition, never dependency — awtoll 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.