Compass v1.1.0 · the recall consumption fix

We shipped

In-browser drift demo (no install): huggingface.co/spaces/chunxiaox/nautilus-compass

Postscript · what we believe

Recall != consumption · 看正文才算消费 · 不然命中等于零

Long-running agents drift. They forget rules they read three sessions

ago. They reproduce mistakes someone else already paid for. The fix is

not a smarter model · it is making the rules unmissably present in the

working context, then auditing whether they were actually consumed,

then making the audit cheap enough to run every 25 tool calls.

That is what v1.1.0 ships.