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How it uses Jev

A user pipes text or JSONL into commands such as is, choose, score or filter. SemDecide sends a typed question to Jev and converts the decision and confidence into structured output and a predictable process exit code.

Why it's interesting

It lets shell scripts and CI use semantic judgments as ordinary pipeline steps, with explicit uncertainty and no prose parsing.

How often does Jev run?

This project calls Jev on demand, in response to user input or events.