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paperjury

Category: Science & Research  ·  Sub-category: science-misc  ·  Last updated:
type:review
Pre-submission CS-conference LaTeX paper editing and adversarial review. Use for direct edits such as polish, de-AI, translating Chinese notes to LaTeX, compressing passages, captions, and experiment prose; for review or critique requests such as review, mock-review, 审稿, 评审; and for explicit auto or goal-driven review-revise loops. Runs deterministic Node guards, a durable ledger, isolated reviewer and juror fan-out, author sign-off, and compile or compliance checks. Not for writing a paper from scratch, figure generation, or official rebuttals.
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From the source SKILL.md

PaperJury edits and hardens any CS-conference paper. It runs in three modes. In direct-edit mode (the common case) the user describes a change in Chinese or English and the LaTeX is edited directly through a CS-venue writing toolkit, with author sign-off. In review mode (occasional, pre-submission) it exposes the manuscript to a harsh, multi-perspective courtroom review engine that adjudicates each issue (N holistic domain reviewers -> contestability routing -> two-sided trial -> three-way verdict, with a polish track and a clerk-converged multi-round loop), gates every change behind…

What this skill does

paperjury is a community-contributed Claude Code skill in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/paperjury-codex/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The paperjury Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 213,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/paperjury-codex
curl -L https://claudskills.com/skills/paperjury-codex/SKILL.md \
  -o ~/.claude/skills/paperjury-codex/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/paperjury-codex/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/paperjury-codex/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\paperjury-codex\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the paperjury Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/paperjury-codex/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the paperjury skill do?
Pre-submission CS-conference LaTeX paper editing and adversarial review. Use for direct edits such as polish, de-AI, translating Chinese notes to LaTeX, compressing passages, captions, and experiment prose; for review or critique requests such as review, mock-review, 审稿, 评审; and for explicit auto or goal-driven review-revise loops. Runs deterministic Node guards, a durable ledger, isolated reviewer and juror fan-out, author sign-off, and compile or compliance checks. Not for writing a paper from scratch, figure generation, or official rebuttals.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the paperjury skill?
Use paperjury when your Claude Code task falls under the Science & Research category — specifically in the science misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use paperjury" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the paperjury skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. paperjury is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
Spark-To-Paper-Skills. (2026). paperjury [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/paperjury-codex/
BibTeX
@misc{paperjury-codex-2026,
  author    = {Spark-To-Paper-Skills},
  title     = {paperjury [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/paperjury-codex/}
}

Embed this skill

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<script>
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<iframe>
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Grade A · scanned 2026-11-01 — free static scan against the OWASP Agentic Skills Top 10.

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More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Science & Research skills → Top 100 skills
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