What it is
jev-assist is a CLI and agent skill for large repos. It ranks every tracked file against a one-line task, checks files against team conventions, and gates staged diffs for risk.
How it uses Jev
Jev answers closed questions per file or diff: rerank judges relevance to a task, drift judges convention violations, gate judges whether a diff touches something dangerous. Results are typed probabilities; gate exits nonzero on a hit, and rerank prints top N or writes .jev-rerank.json.
Primitives:choicescore
Technique worth stealing
Ask many questions in one Jev call: parallel evaluation makes 10 questions cost about what 1 costs, enabling whole-repo passes.
Try it
npx skills add glud123/jev-assist, then jev key sk-..., cp jev.config.example.json jev.config.json, jev check, jev validate 20.
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-centricyes0.92
- Shows a System One patternyes0.68
- Handles uncertaintyno0.09
- Measuredno0.08
- Runnableyes0.80
- Worth recommendingunclear0.48
- Model replicano0.04
- Problem scopescore on a 0–2 scale1.95
- About Jevyes0.98
Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 21 Sept 2026.