Academic Paper Downloader Agent Skill

Downloads official academic paper PDFs, distinguishes preprints from published versions, handles institutional access, and maintains a…

Context cost
12.4k tokensestimated from the bundle, loaded when it triggers
Bundle
5 files · 49.5 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

获取、复用或导入论文 PDF 到 Zotero,先查已有条目、附件和任务本地资料,只补请求的缺项;入库前控制非请求的自动抓取,超时先核实原操作。Use when 用户给出题名、DOI、论文 URL、作者主页、论文列表、本地 PDF 或 paper-search 结果,要求下载、保存到 Zotero、整理已有论文或继续机构授权下载。研究问题检索与引用元数据核验用 paper-search;原文技术核对用 paper-review。联网由 web-access 路由,已有准确授权的后台登录与下载助手可直接复用。

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.md11.1 kB · preview
--- name: paper-download ---
6# 论文 PDF 获取与入库
7
8## 范围与交付
9
10获取或复用用户请求的论文版本,核验后保存为 Zotero 管理的附件。已知论文下载和本地 PDF 入库使用本技能;筛选论文或寻找论断证据先用 paper-search,技术核对用 paper-review。只问访问状态时保持只读。
11
12沿用检索交接的题名、稳定标识、已核实来源、资料库、任务分类、父条目及版本要求;已有父条目只补附件,未建条目则查重后建立一次。仅在身份或目标确有关键歧义时询问,不重复确认已授权的入库和归类。
13
14- Zotero 是默认文献库;未指定资料库时用个人库,不猜当前选中分类。文章或持续调研的归类遵循 [paper-search](../paper-search/SKILL.md#按研究任务组织文献),同一任务共用已确定分类,不复制条目或附件。
15- 用户明确只要本地文件时按指定位置交付;要求项目副本时从 Zotero 导出。索引仅在用户要求或有效项目约定需要时维护,不默认创建 paper_index.md、引用账本或另一套 PDF 库。
16- 阅读复用已有笔记。文献本身的方法、结果、局限及原文位置留在 Zotero;当前文章的引用用途和待核问题留在工作区已有材料,不默认批量重做精读。
17
18## 目标版本
19
20开始时沿用用户的版本要求。纯本地整理、归类或导入已有文件时,核对身份并如实记录文件版本,不自动扩大为下载或升级任务;只有请求获取或补齐版本时,未指定且论文已正式发表才默认出版社当前正式版。明确只要作者稿、预印本或某个历史版本时,以该版本验收。确认仅有预印本、无正式发表记录时,按预印本任务处理;发表状态未知时继续核实,不推定正式版存在或不存在。
21
22publication_status 描述论文是否发表;version 描述实际文件,两者不能混用。库内已有作者稿或旧 Early Access,不能满足当前卷期正式版请求。默认目标为正式版时,可保存合法作者稿供阅读,但仍报告“作者稿已保存,正式版待补”;用户明确指定非正式版本时,按请求完成,不强制补另一版本。
23
24## 执行流程
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md192 words
Files5
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.

≈70
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
12,305
on trigger
The instruction body and 4 supporting files, read only when the skill fires.
6.2%
of a 200k window
Ten skills this size would take about 62% of the window before you open a file.
050k100k150k200k context window

12.4k 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

5 files, 49.5 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md11.1 kB
  • agents/openai.yaml1.3 kB
  • evals/evals.json20.7 kB
  • references/publisher-download-playbook.md15.7 kB
  • references/upstream-sources.md0.7 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 5 files you can review in full before installing.

Install

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

# Academic Paper Downloader · 12.4k 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-paper-downloader/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/academic-paper-downloader" ] && { [ ! -e .claude/skills/academic-paper-downloader ] || { mv .claude/skills/academic-paper-downloader "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/academic-paper-downloader" .claude/skills/ && echo "Installed .claude/skills/academic-paper-downloader"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add sanantonio021/academic-paper-downloader

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-paper-downloader/ 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-paper-downloader/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/academic-paper-downloader" ] && { [ ! -e ~/.claude/skills/academic-paper-downloader ] || { mv ~/.claude/skills/academic-paper-downloader "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/academic-paper-downloader" ~/.claude/skills/ && echo "Installed ~/.claude/skills/academic-paper-downloader" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/academic-paper-downloader/ 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 paper-download in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, academic-paper-downloader.

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
Referencesanantonio021/academic-paper-downloader

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

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

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