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jev-assist

glud123/jev-assist

Rank repo files by task relevance with Jev.

Scoring & Ranking100%Runner-up: Classification & RoutingMany questions, one request

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.

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-centricyes0.92
  • 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.