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clarity-judge

TypeSafeAI/clarity-judge · Homepage

Multi-axis writing quality checker powered by TypeSafe AI's Jev model.

Evaluation & Benchmarking93%Runner-up: Scoring & Ranking

What it is

A community-built TypeScript app that evaluates supplied writing against separate named checks—hedging, em dashes, clarity, filler, tone, passive voice, and actionability—showing each verdict, confidence, and supporting sentence instead of one opaque score.

How it uses Jev

Each enabled check becomes a separate typed question submitted in one primary batch through the app's /api/judge endpoint. Jev returns a verdict, labeled answer confidence, and a relevant sentence; results show raw probabilities in Details. A 70% threshold flags issues locally without new model calls.

Primitives:choicescore

Technique worth stealing

Run each writing concern as its own named check with its own verdict and confidence, rather than collapsing everything into a single overall score.

Try it

pnpm install --frozen-lockfile then pnpm dev; without a key the app uses labeled demo mode.

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-centricyes0.81
  • Shows a System One patternunclear0.46
  • Handles uncertaintyno0.05
  • Measuredno0.04
  • Runnableyes0.72
  • Worth recommendingunclear0.53
  • Model replicano0.05
  • Problem scopescore on a 0–2 scale1.22
  • About Jevyes0.98

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