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Paper Interpreter

Category: Science & Research  ·  Sub-category: research-methods  ·  Last updated:
深度解读学术论文，将论文 PDF（文件或 URL）转化为通俗易懂、图文并茂的 Markdown 解读文档，保存到项目的 markdown/ 目录。触发条件：用户上传或提供论文 PDF、提到"解读论文"/"读论文"/"分析这篇论文"/"帮我看这篇 paper"，或任何需要深入理解一篇学术论文的场景。即使用户只说"帮我看这个 PDF"但内容是论文，也应使用本 skill。输出文件包含：论文定位、知识地图、5W1H精读、术语词典、批判性评估五大板块，并在关键位置插入 mermaid/svg/text 图表辅助理解。
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From the source SKILL.md

将学术论文转化为通俗易懂、图文并茂的深度解读文档。

What this skill does

Paper Interpreter 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-interpreter/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Paper Interpreter 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 161,000+ 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-interpreter
curl -L https://claudskills.com/skills/paper-interpreter/SKILL.md \
  -o ~/.claude/skills/paper-interpreter/SKILL.md

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

Skills live at ~/.claude/skills/paper-interpreter/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\paper-interpreter\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 Interpreter Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/paper-interpreter/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Paper Interpreter skill do?
深度解读学术论文，将论文 PDF（文件或 URL）转化为通俗易懂、图文并茂的 Markdown 解读文档，保存到项目的 markdown/ 目录。触发条件：用户上传或提供论文 PDF、提到"解读论文"/"读论文"/"分析这篇论文"/"帮我看这篇 paper"，或任何需要深入理解一篇学术论文的场景。即使用户只说"帮我看这个 PDF"但内容是论文，也应使用本 skill。输出文件包含：论文定位、知识地图、5W1H精读、术语词典、批判性评估五大板块，并在关键位置插入 mermaid/svg/text 图表辅助理解。
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 Interpreter skill?
Use Paper Interpreter 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 Interpreter" 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 Interpreter 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 Interpreter 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
digoal. (2026). Paper Interpreter [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/paper-interpreter/
BibTeX
@misc{paper-interpreter-2026,
  author    = {digoal},
  title     = {Paper Interpreter [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/paper-interpreter/}
}

Embed this skill

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Grade A · scanned 2026-07-26 — 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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