What it is
minojev is an open replica of a decision model that answers runtime-defined Choice, Boolean, and Score questions with calibrated probability distributions in one forward pass, for developers needing fast, parse-free decisions.
How it uses Jev
Jev makes typed decisions (choice, boolean, score) from a state and questions, returning calibrated distributions. The result is used directly in code without token generation or parsing.
Primitives:choicescore
Technique worth stealing
Freeze backbone, cache candidate features, train only a small decision head with distribution losses.
Try it
uv venv --python 3.12 .venv && . .venv/bin/activate; uv pip install -e ".[test,monitor]"
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-centricyes0.72
- Shows a System One patternno0.26
- Handles uncertaintyno0.04
- Measuredyes0.67
- Runnableno0.35
- Worth recommendingno0.30
- Model replicayes0.90
- Problem scopescore on a 0–2 scale1.31
- About Jevyes0.63
Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 20 Sept 2026.