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ruby_decision_model

obie/ruby_decision_model

Ruby client for decision models like Jev.

What it is

A Ruby gem that talks to decision models such as Typesafe Jev, so Ruby applications can ask typed questions about a state and get calibrated probabilities instead of generated text.

How it uses Jev

The client sends a state hash and typed questions (noul, choice, score) to Jev via OpenRouter or Typesafe. Answers come back as typed objects with probabilities, confidence, and usage; the code reads response["id"].noul, .score, or .choice.

Primitives:choicescorenoul

Technique worth stealing

Provider abstraction with model aliases and a retry policy, so one Client works across OpenRouter and Typesafe.

Try it

gem "ruby_decision_model"; set OPENROUTER_API_KEY or TYPESAFE_API_KEY; call client.ask.

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-centricno0.19
  • Shows a System One patternunclear0.59
  • Handles uncertaintyno0.05
  • Measuredno0.04
  • Runnableyes0.98
  • Worth recommendingno0.23
  • Model replicano0.04
  • Problem scopescore on a 0–2 scale1.02
  • About Jevyes0.98

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