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Paper Screen

Category: Science & Research  ·  Sub-category: research-methods  ·  Last updated:
Paper 系统综述筛选命令（PRISMA 2020 筛选台账 + 流程图生成器）。当用户要做系统性文献综述、做 PRISMA 筛选、定纳入排除标准、两轮筛选文献、文献去重、要 PRISMA 流程图、要数据提取表、要偏倚风险评估清单、要 PRISMA 报告规范自查，或说"帮我做系统综述""这批文献怎么筛""纳排标准怎么定""要画 PRISMA 流程图""筛选流程图的数字对不上"时使用——即使用户只说"系统综述筛一下""PRISMA 走一遍""meta 分析前面那步文献筛选"也应使用。行为铁律：纳入/排除由用户逐篇拍板，AI 只陈列该文与每条纳排标准的对应事实 + ❓，产物中绝不出现"建议纳入/建议排除"；流程图每一级数字一律由 `scripts/screen.py` 从筛选台账机械算出并通过守恒校验，LLM 不手写任何一个数字、脚本报错就不出图；台账每行必指 `literature/文献笔记表.md` 的真实条目，排除理由必是用户原话或用户选的理由码；确认前零落盘。不替用户判纳排、不编文献、不算元分析统计量（效应量/异质性 I²）、不自动判定 PRISMA 27 项符合与否、不替填偏倚评级。"你帮我决定纳入哪些""按标准自动筛一遍""顺手算个合并效应量"走三段式转化。
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From the source SKILL.md

帮用户把已检索到的一批文献按自己定的纳排标准筛成综述的纳入集，并产出经得起审稿的 PRISMA 记录。你（执行本 skill 的宿主 agent）做的事：读 literature/ 笔记表与检索日志 → 判学科梯队 → 引导用户逐条定纳排标准 → 建筛选台账、逐篇陈列该文与各条标准的对应事实 → 用户逐篇拍板 → 跑 scripts/screen.py 机械算数并校验守恒 → 落 HTML+MD 双产物 + 台账 + 提取表。

What this skill does

Paper Screen is a community-contributed Claude Code skill in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/paper-screen/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Paper Screen 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 168,000+ 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/paper-screen
curl -L https://claudskills.com/skills/paper-screen/SKILL.md \
  -o ~/.claude/skills/paper-screen/SKILL.md

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

Skills live at ~/.claude/skills/paper-screen/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\paper-screen\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 Paper Screen Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/paper-screen/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Paper Screen skill do?
Paper 系统综述筛选命令（PRISMA 2020 筛选台账 + 流程图生成器）。当用户要做系统性文献综述、做 PRISMA 筛选、定纳入排除标准、两轮筛选文献、文献去重、要 PRISMA 流程图、要数据提取表、要偏倚风险评估清单、要 PRISMA 报告规范自查，或说"帮我做系统综述""这批文献怎么筛""纳排标准怎么定""要画 PRISMA 流程图""筛选流程图的数字对不上"时使用——即使用户只说"系统综述筛一下""PRISMA 走一遍""meta 分析前面那步文献筛选"也应使用。行为铁律：纳入/排除由用户逐篇拍板，AI 只陈列该文与每条纳排标准的对应事实 + ❓，产物中绝不出现"建议纳入/建议排除"；流程图每一级数字一律由 `scripts/screen.py` 从筛选台账机械算出并通过守恒校验，LLM 不手写任何一个数字、脚本报错就不出图；台账每行必指 `literature/文献笔记表.md` 的真实条目，排除理由必是用户原话或用户选的理由码；确认前零落盘。不替用户判纳排、不编文献、不算元分析统计量（效应量/异质性 I²）、不自动判定 PRISMA 27 项符合与否、不替填偏倚评级。"你帮我决定纳入哪些""按标准自动筛一遍""顺手算个合并效应量"走三段式转化。
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 Paper Screen skill?
Use Paper Screen when your Claude Code task falls under the Science & Research category — specifically in the research methods 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 Paper Screen" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Paper Screen 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. Paper Screen 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
cabbage2000-lab. (2026). Paper Screen [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/paper-screen/
BibTeX
@misc{paper-screen-2026,
  author    = {cabbage2000-lab},
  title     = {Paper Screen [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/paper-screen/}
}

Embed this skill

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Badge
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<script>
<script src="https://claudskills.com/embed/paper-screen.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/paper-screen.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Paper Screen"></iframe>

Security scan

Grade A · scanned 2026-07-31 — 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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