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jev-laya-free

Sharkelot/jev-laya-free

Free local Jev-compatible typed decisions with rules or Laya.

Agent Decisions53%Runner-up: Classification & RoutingMany questions, one request

What it is

An independent, MIT-licensed local implementation of the documented Jev typed-decision HTTP shape, with a Python client and optional Laya inference. For developers testing typed decisions locally without a hosted API.

How it uses Jev

Jev makes Choice, Score, and Noul decisions on caller-supplied state and questions. Results are returned as probabilities and used via client.system_one() or the workflow.decide() adapter for deterministic guards.

Primitives:choicescorenoul

Technique worth stealing

Deterministic workflow guards hash full JSON state before any model call and enforce terminal-state and repetition rules.

Try it

PYTHONPATH=src python3 -m jev_laya_free.server --backend rules --port 8093

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-centricyes0.82
  • Shows a System One patternunclear0.59
  • Handles uncertaintyno0.10
  • Measuredno0.05
  • Runnableyes0.87
  • Worth recommendingno0.37
  • Model replicayes0.91
  • Problem scopescore on a 0–2 scale1.10
  • About Jevyes0.95

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 21 Sept 2026.