Jev scores every tool call and drops the ones that no longer matter.
Tamara Tran’s plugin replaces the summarization prompt that compacts a long Claude session. Jev scores every tool call in the context and drops the irrelevant ones, so compaction is instant.
A frustrated customer hits a bot loop twice; the judge checks whether a human handoff was offered.
ResourceTools & apps
An agent cancels a subscription; the judge checks the exact date the cancellation takes effect.
ResourceTools & apps
An agent quotes $29/seat against a price list; the judge checks the quote matches exactly.
ResourceTools & apps
A support agent issues a $42.50 refund; the judge checks the exact amount was stated before the refund was confirmed.
ResourceTools & apps
found the perfect use case for @typesafeai Jev: instant compaction in 2026, why is compaction still a summarization prompt? Jev can make it instant by scoring every tool call and dropping what’s irrelevant
