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Paperjury

Paperjury is a Claude Code skill that reviews research papers before submission and supports bounded revisions to LaTeX manuscripts. Language models read papers, assess issues and draft changes, while deterministic code controls review state, voting rules, patch application and stopping conditions.

Explore the practical guide ↓

Independent OpenViST project profile, based on linked sources.

Paperjury — OpenViST project profile in Research Agents.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use it for a pre-submission self-check or a specifically bounded edit when you want proposed issues classified before changes are made.

Who it is for

  • Researchers preparing a LaTeX paper for submission.
  • Authors seeking reviewer-style feedback on a draft before revising it.
  • Writers who want a constrained text edit, such as tightening a passage without changing its claim.

Documented uses

  • Run a structured pre-submission review pass on a paper.
  • Collect assessments and verdicts on possible manuscript issues before editing.
  • Draft bounded revisions for issues judged valid and fixable.
  • Apply proposed LaTeX patches under deterministic controls and verify revisions.
  • Return issues needing new evidence or author judgment to the researcher.
Before you choose

Requirements & limits

The README documents installation as a Claude Code plugin using the project's marketplace commands. The repository is MIT-licensed.

  • Paperjury is delivered as a Claude Code skill and targets LaTeX revision.
  • Review outcomes distinguish valid-fixable, author-required and invalid-drop issues.
  • Direct-edit and review patches are presented for confirmation; auto mode must be explicitly enabled and follows a prior authorization policy.
  • The project describes itself as a pre-submission self-check, not a substitute for scientific judgment or peer review.
  • The repository provides a dogfood sample with before-and-after PDFs and a manually checked report.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Install Paperjury in Claude Code

Add the Paperjury skill through the documented Claude Code marketplace commands.

Before you start

  • Claude Code
  • A paper project to use the skill in

Steps

  1. Run /plugin marketplace add Spark-To-Paper-Skills/paperjury in Claude Code.

  2. Run /plugin install paperjury@Spark-To-Paper-Skills.

  3. In the paper project, describe the review or editing task in natural language.

Expected outcome

Paperjury is installed as a Claude Code skill and can be asked to review a paper or make a specified bounded edit.

Guide limitations

  • Installation alone does not review or revise a manuscript.
  • Direct-edit and review mode patches are presented for confirmation; auto mode must be explicitly enabled.
  • Requests requiring new experiments, evidence or author judgment are returned to the author.
Documentation 1 ↗
Evidence and transparency

Sources & review

Official repository ↗
Source record details
Source availability
Active
Sources checked
11 October 2026
Original website title
Spark-To-Paper-Skills/paperjury · Official homepage title · retained in its source language
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