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lossless-rewrite

dttfrancesco/lossless-rewrite · Homepage

AI rewriting with Jev checks for missing ideas and repair.

Verification & Guardrails59%Runner-up: Evaluation & Benchmarking

What it is

Lossless Rewrite helps users shorten or rephrase documents while preserving selected details. It offers a local editor, CLI, and experimental browser extension for papers, policies, and emails.

How it uses Jev

Jev checks whether selected details (exact wording, meaning, or key ideas) survive a rewrite. The state is the source and rewritten text; Jev returns probabilities used to flag missing ideas and guide repairs.

Primitives:choicescorenoul

Technique worth stealing

Combine protections on overlapping passages and check only selected details.

Try it

npm run demo (no API keys needed); for live rewriting, set up .env.local and run npm run dev.

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-centricunclear0.53
  • Shows a System One patternno0.16
  • Handles uncertaintyno0.05
  • Measuredno0.06
  • Runnableyes0.97
  • Worth recommendingno0.37
  • Model replicano0.13
  • Problem scopescore on a 0–2 scale1.31
  • About Jevyes0.86

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 22 Sept 2026.