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Literature Mentor

Category: Science & Research  ·  Sub-category: research-methods  ·  Last updated:
文献深度解读助手，像研究生导师一样交互式解读 Zotero 库中的学术论文（计算机/深度学习/自动化方向，个人向）。当用户提供文献题目、DOI、PDF 或要求解读某篇论文时触发；通过 Zotero MCP 优先获取全文，按用户意图自动选择快速筛选、导师深读或研究复盘模式。多篇论文综合、对比、找研究空白或批量规范化时改用 paper-workbench。
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

个人向的交互式文献导师，专注计算机科学、深度学习、自动化方向的单篇论文深读。Zotero 优先获取、逐图停顿、像导师一样带你真正读懂一篇论文。

What this skill does

Literature Mentor 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/literature-mentor/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Literature Mentor 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/literature-mentor
curl -L https://claudskills.com/skills/literature-mentor/SKILL.md \
  -o ~/.claude/skills/literature-mentor/SKILL.md

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

Skills live at ~/.claude/skills/literature-mentor/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\literature-mentor\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 Literature Mentor Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/literature-mentor/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Literature Mentor skill do?
文献深度解读助手，像研究生导师一样交互式解读 Zotero 库中的学术论文（计算机/深度学习/自动化方向，个人向）。当用户提供文献题目、DOI、PDF 或要求解读某篇论文时触发；通过 Zotero MCP 优先获取全文，按用户意图自动选择快速筛选、导师深读或研究复盘模式。多篇论文综合、对比、找研究空白或批量规范化时改用 paper-workbench。
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 Literature Mentor skill?
Use Literature Mentor 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 Literature Mentor" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Literature Mentor 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. Literature Mentor 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
bahayonghang. (2026). Literature Mentor [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/literature-mentor/
BibTeX
@misc{literature-mentor-2026,
  author    = {bahayonghang},
  title     = {Literature Mentor [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/literature-mentor/}
}

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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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