Academic Literature Fetcher Agent Skill

Searches, reads, and legally downloads academic paper PDFs by title or DOI using adaptive browser routing and open access channels.

Context cost
8.7k tokensestimated from the bundle, loaded when it triggers
Bundle
15 files · 107.0 kB11 scripts among them — read before you run
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

学术文献的查找、查阅与【正版】下载。三种用法:①主题/关键词调研("找找关于X的论文", OpenAlex 免代理检索+摘要,选中的可下到临时缓存供 AI 直接阅读讲解);②单篇速查/速取 (给定 DOI 或题目);③批量下载留档(题目清单 xlsx/csv → 参考文献 文件夹)。 下载只走"校园网机构权限 / 开放获取 OA / 出版社官网",明确不使用任何盗版/侵权来源; Cloudflare 人机验证由用户本人手动通过。 触发词:找/查关于某主题的论文、查文献、读一下这篇论文、下载这篇/一批论文、按题目找 PDF、 批量查 DOI、literature search/download、fetch/read paper。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

productivity

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md10.7 kB · preview
--- name: literature-fetch ---
13# 文献查找·查阅·正版下载 (literature-fetch)
14
15## 🧭 自适应路由(无头优先,失败升级有头,结果记表自学习)
16
17references/route_table.json 记录每家出版社(按 DOI 前缀)该走哪条路,**随运行结果自动完善**:
18
19- **headless**:无头浏览器/直链就能下(IEEE、Springer、Nature、arXiv…)——批量快、不打扰用户。
20- **headed**:有反爬(Cloudflare/PerimeterX),必须有头真实 Chrome + turnstilePatch 扩展(Elsevier、Wiley、IET、ACS、MDPI、AIP、RSC…)。
21- **遇到表里没有的新出版社**:先无头试 → 成功记 headless;落到反爬挑战页记 headed;单纯失败(可能只是没权限)记失败次数不改判 → 有头成功后记 headed。表跟着 skill 走,拷到新电脑经验也带过去。
22
23## 🔓 CF 验证怎么过(turnstilePatch 扩展 + 真人兜底)
24
25有头浏览器全程挂 assets/turnstilePatch 扩展(抹掉自动化指纹 + 尝试自动点 Turnstile)。ensure_access() 统一处理:
26
271. **扩展先自动过 CF**(约 25s)——温和 CF(ACS/Wiley/MDPI/ACM 实测)**零点击自动过**。
282. **过不了 → 提示用户手点一次**——激进 CF(如 ScienceDirect)扩展自动点会卡"请稍候",但**用户真人点击仍立刻通过**(CF 认可可信点击,不受扩展无效合成点击影响;已实测)。
293. **hCaptcha(如 IOP)/ 文本验证码(如 OPTICA)** → 扩展无效,直接等用户手动过。
304. cf_clearance 存进独立配置目录 _cfprofile,**同域名后续免验证**——过一次下一批。**别删 _cfprofile**。
31- ⚠️ 原理:扩展只抹指纹、不做密码学破解,靠 CF 自身风控引擎放行;坚持要真人时仍需真人。等同于用户正常浏览器访问自己有权限的内容。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md508 words
Files15
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈90
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
8,560
on trigger
The instruction body and 14 supporting files, read only when the skill fires.
4.3%
of a 200k window
Ten skills this size would take about 43% of the window before you open a file.
050k100k150k200k context window

8.7k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

15 files, 107.0 kB on disk. Mostly text — the instructions the model reads — with 11 scripts in it that your client would run only if the instructions tell it to. 1 file of its source is not in the download — listed after these, with why.

  • SKILL.md10.7 kB
  • README.md5.1 kB
  • references/publishers.md10.4 kB
  • references/route_table.json8.4 kB
  • scripts/00_import_list.py2.3 kB
  • scripts/01_resolve_doi.py3.8 kB
  • scripts/02_download_institutional.py3.3 kB
  • scripts/03_search_scholar.py3.5 kB
  • scripts/04_download_cloudflare.py9.6 kB
  • scripts/05_collect.py1.9 kB
  • scripts/fetch_one.py11.4 kB
  • scripts/lib.py23.6 kB
  • scripts/probe_publishers.py6.0 kB
  • scripts/search_topic.py2.8 kB
  • assets/turnstilePatch/content.js4.2 kB

Not in the download

Not carried is a type a skill download does not hold. Take it from its source.

  • .gitignorenot carried
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 11 scripts beside the text, so the download is 15 files — not the whole of its source: 1 file is left out. It is listed under the files, with why.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Academic Literature Fetcher · 8.7k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/academic-literature-fetcher/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/academic-literature-fetcher" ] && { [ ! -e .claude/skills/academic-literature-fetcher ] || { mv .claude/skills/academic-literature-fetcher "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/academic-literature-fetcher" .claude/skills/ && echo "Installed .claude/skills/academic-literature-fetcher"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add socialyjj/academic-literature-fetcher

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/academic-literature-fetcher/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/academic-literature-fetcher/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/academic-literature-fetcher" ] && { [ ! -e ~/.claude/skills/academic-literature-fetcher ] || { mv ~/.claude/skills/academic-literature-fetcher "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/academic-literature-fetcher" ~/.claude/skills/ && echo "Installed ~/.claude/skills/academic-literature-fetcher" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/academic-literature-fetcher/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as literature-fetch in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, academic-literature-fetcher. Not in this download: 1 file of its source (which one, and why). Take it from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencesocialyjj/academic-literature-fetcher

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

—no reviews yet

Nobody has reviewed this skill yet. The rating is the mean of the reviews written here, so there is none until somebody writes the first.

Sign in to review it

A review is tied to an account so it can be answered, edited and taken down by the person who wrote it.

Sign in
Who can post

Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Who wrote it

SO
SocialYjj

Publishes on mcprush.

0 servers listed1 skill listednot claimed
Profile
Publisher
Servers0
Claim this skill