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paper-audit

Audit LaTeX, Typst, and PDF papers for formatting, reference, and structure issues.

2|Updated Oct 7, 2025
Search Tags:#pdf#checklist#audit#review#latex#paper#typst
One-click install
npx skills add https://github.com/Deepmind666/AERIS-WSN-Protocol --skill paper-audit
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: paper-audit
Source: https://github.com/Deepmind666/AERIS-WSN-Protocol/tree/main/.claude/skills/paper-audit
Command: npx skills add https://github.com/Deepmind666/AERIS-WSN-Protocol --skill paper-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pymupdf, pymupdf4llm, scholar_eval, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill automates cross-language paper reviews and pre-submission checks for quality, structure, and references, enabling rapid, consistent assessments of Chinese and English manuscripts.

Core Features & Use Cases

  • Unified multi-language audit scaffold: evaluates formatting, structure, references, and ethics across TeX, Typst, and PDF inputs.
  • Reusable review workflow: supports both author-oriented self-checks and expert peer reviews with standardized criteria and checklists.
  • CI/CD friendly: exports structured results and supports ScholarEval integration for end-to-end readiness.

Quick Start

Run a full audit on a paper file by invoking the audit script on a TeX/Typ/PDF file to generate a structured report immediately.

Frequently Asked Questions about paper-audit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate a pre-submission paper audit for LaTeX and PDF files?▼

Automate a pre-submission paper audit by running a script-based orchestrator on LaTeX, Typst, or PDF inputs to generate a structured report identifying formatting, reference, and structure issues.

Can I review both Chinese and English manuscripts using the same checklist?▼

Yes, you can review bilingual papers using a unified audit scaffold that applies standardized review criteria and checklists to both Chinese and English manuscripts.

What is the best way to run an adversarial review on a Typst document?▼

Run an adversarial review on a Typst document by invoking the audit script, which evaluates formatting, structure, references, and ethics to produce a structured assessment.

Does this paper audit workflow support CI/CD pipelines and ScholarEval integration?▼

Yes, the paper audit workflow supports CI/CD readiness by exporting structured results and integrating with ScholarEval for end-to-end automated evaluation.

How do I extract and check references in a PDF for a reproducibility review?▼

Extract and check references in a PDF for a reproducibility review using pymupdf and pymupdf4llm dependencies to parse documents and apply standardized evaluation criteria.

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