paperjury — security grade SAFE, quality 62/100

Security audit verdict: SAFE · quality 62/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by Spark-To-Paper-Skills · Claude Skill · ★ 1.1k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is paperjury safe to install? View the security audit →

About paperjury

PaperJury Due-Process Review for Bounded LaTeX Revision 正式投稿前,先让 AI reviewer 指出论文中需要解决的问题。 模型负责阅读、判断和起草;状态管理、投票规则、补丁应用与停止条件由确定性代码控制。 中文 · English 🏛️ 项目主页 · 🧭 交互式总览 ·

academic-writingai-agentsclaude-codelatexllm-agentspaper-reviewpeer-reviewresearch-tool

Quick Facts

Stars1,147
Forks42
LanguageJavaScript
CategoryClaude Skill
LicenseMIT
Quality Score61.7479264214072/100
Open Issues1
Last Updated2026-08-14
Created2026-06-02
Platformsclaude-code, node
Est. Tokens~17k

Compatible Skills

These tools work well together with paperjury for enhanced workflows:

  • paperjury — semantic(1.00)+rare_topics+same_lang+similar_pop+shared_platform (73%)
  • daily-arXiv-ai-enhanced — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)
  • Anti-Autoresearch — semantic(0.32)+complementary+rare_topics+similar_pop+shared_platform (60%)
  • phd-skills — semantic(0.40)+complementary+rare_topics+similar_pop+shared_platform (59%)
  • awesome-academic-research-skills — semantic(0.40)+complementary+rare_topics+same_lang+shared_platform (59%)

paperjury alternative? Top 6 similar tools

Looking for a paperjury alternative? If you're comparing paperjury with other claude skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • paperjury by u7079256 · ⭐ 516

    Pre-submission AI review stress-test for research papers. A Claude Code skill: review, verdict, revise, verify

  • Awesome-Journal-Skills by brycewang-stanford · ⭐ 1.0k

    Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济

  • econ-writing-skill by hanlulong · ⭐ 524

    Agent Skill that transforms AI assistants into expert economics paper writers. Synthesizes 50+ guides by Cochr

  • agent-skills by jdrhyne · ⭐ 241

    A collection of AI agent skills for Clawdbot, Claude Code, Codex

  • linkedin-mcp-server by stickerdaniel · ⭐ 3.4k

    Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies

  • Claude-Code-Everything-You-Need-to-Know by wesammustafa · ⭐ 2.6k

    A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, sl

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Frequently Asked Questions

What is paperjury?

paperjury is Pre-submission AI review stress-test for research papers. A Claude Code skill: review, verdict, revise, verify.. It is categorized as a Claude Skill with 1.1k GitHub stars.

What programming language is paperjury written in?

paperjury is primarily written in JavaScript. It covers topics such as academic-writing, ai-agents, claude-code.

How do I install or use paperjury?

You can find installation instructions and usage details in the paperjury GitHub repository at github.com/Spark-To-Paper-Skills/paperjury. The project has 1.1k stars and 42 forks, indicating an active community.

What license does paperjury use?

paperjury is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to paperjury?

The top alternatives to paperjury on Agent Skills Hub include paperjury, Awesome-Journal-Skills, econ-writing-skill. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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