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jev-use

shitianfang/jev-use · Homepage

Hand text-free agent steps to Jev as typed judgments.

Agent Decisions100%Runner-up: Classification & RoutingMany questions, one request

What it is

A Claude Code, Codex, and pi plugin plus library that routes agent steps needing no text output to Jev, TypeSafe's judgment model, so LLMs and Jev collaborate: Jev decides fast, the LLM writes.

How it uses Jev

Jev judges typed questions (check/pick/rate) over a supplied state; answers carry confidence and an escalate flag. Untypeable or generation-needing questions are rejected before the call, and low-confidence answers return as flagged priors.

Primitives:choicescorenoul

Technique worth stealing

Pre-call routing rejects untypeable questions and returns low-confidence answers as flagged priors with typed escalation.

Try it

npx -y jev-use install, set a provider key, then npx -y jev-use doctor.

View on GitHub

judged by Jevjev-1.13.0

Evidence

Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.

  • Jev-centricyes0.87
  • Shows a System One patternyes0.95
  • Handles uncertaintyyes0.92
  • Measuredyes0.94
  • Runnableyes0.94
  • Worth recommendingyes0.66
  • Model replicano0.04
  • Problem scopescore on a 0–2 scale1.10
  • About Jevyes0.99

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 20 Sept 2026.