Academic Paper Fetcher Agent Skill

Fetches academic papers by DOI, URL, or title and converts them into structured, LLM-ready Markdown for analysis.

Context cost
24.6k tokensestimated from the bundle, loaded when it triggers
Bundle
9 files · 98.5 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

获取并核验指定论文全文,或探测全文可用性。用户要求获取、下载、归档论文,或阅读、总结、比较、翻译指定论文且需要获取或核验全文时使用。支持 DOI、URL、arXiv ID、标题、引用条目及搜索产生的明确候选;代理经搜索发现明确论文候选,并需要获取或核验其全文作为回答依据时,也使用本技能。不承担尚无明确候选的开放式领域检索。

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.

scraping

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.md4.3 kB · preview
--- name: paper-fetch-skill ---
6# 论文抓取技能
7
8先确认论文身份,再按意图获取全文或探测可用性。抓取后验收实际文本或文件;探测只报告可用性证据。搜索工具只负责发现候选,不得用搜索摘要或网页片段冒充论文全文。
9
10## 核心契约
11
12- 预设只补全未指定项;沿用用户明确的路径、资产范围、执行面和已有覆盖授权,不重复确认。身份、访问权限和数据完整性约束仍须满足。
13- 只允许状态机的 BLOCKING 白名单暂停工作。普通上下文阅读/总结不因保存策略缺失而阻塞,后端选择本身也不要求用户确认。
14- 三个批量工具 batch_resolve、batch_check、batch_fetch 每次最多 50 条;输入规范化时即分块并保留原始 index,解析后跨块 DOI 去重。阶段依赖有序,同一阶段内身份独立的论文允许受控并发。
15- 按当前预设复用合格本地全文或同 scope 精确缓存;临时阅读不为查询缓存而要求目录。多篇完整阅读沿用单篇阅读预设取得每篇正文,不先批量抓取再重复获取;compact 无正文,bounded 可能截断。
16- 只在 provider、凭证或浏览器运行时可能影响结果时检查状态;browser provider 首次联网抓取前先做静态检查,按需 live 预检。普通工具在实际启动浏览器前自动准备 managed runtime,尊重已有渠道和固定版本;仅在结果明确要求时进入人工 auth,不绕过合法访问边界。
17- 真实抓取和文件复用使用统一 acceptance 并核验实际响应或文件;不得用 .gitignore 或 git status 是否变化代替文件验收。仅探测时核对逐项 probe_state、证据、错误和未调度状态,不要求全文 acceptance,也不自动升级为抓取。
18- 不要仅因为本地没有 PDF 或缓存文本文件就断定论文不可读;也不要把 abstract-only 或 metadata-only 报告成全文成功。
19- Browser HTML 失败但 PDF/ePDF fallback 成功时,仍按 trace 中的精确 browser code 报告降级,并要求 acceptance.overall=degraded;不得用顶层 status=ok 抹掉 HTML failure provenance。
20- 参考文献列表或 web search 已产生候选论文后,先进入身份状态机;没有可核验候选的开放式发现任务不由本技能替代。
21
22## 按需参考
23
24- 开始任务先读唯一状态机和 BLOCKING 白名单:[references/workflow.md](references/workflow.md)。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md120 words
Files9
LicenceMIT
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.

≈50
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
24,575
on trigger
The instruction body and 8 supporting files, read only when the skill fires.
12.3%
of a 200k window
Ten skills this size would not fit in the window together.
050k100k150k200k context window

24.6k 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

9 files, 98.5 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md4.3 kB
  • agents/openai.yaml0.3 kB
  • references/acceptance.md10.5 kB
  • references/cli-workflow.md5.0 kB
  • references/environment.md8.9 kB
  • references/failure-handling.md12.5 kB
  • references/presets.md19.7 kB
  • references/tool-contract.md25.4 kB
  • references/workflow.md11.9 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 9 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

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 Fetcher · 24.6k 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-fetcher/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/academic-paper-fetcher" ] && { [ ! -e .claude/skills/academic-paper-fetcher ] || { mv .claude/skills/academic-paper-fetcher "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/academic-paper-fetcher" .claude/skills/ && echo "Installed .claude/skills/academic-paper-fetcher"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add dictation354/academic-paper-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-paper-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-paper-fetcher/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/academic-paper-fetcher" ] && { [ ! -e ~/.claude/skills/academic-paper-fetcher ] || { mv ~/.claude/skills/academic-paper-fetcher "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/academic-paper-fetcher" ~/.claude/skills/ && echo "Installed ~/.claude/skills/academic-paper-fetcher" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/academic-paper-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 paper-fetch-skill in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, academic-paper-fetcher.

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
Referencedictation354/academic-paper-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

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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.

Who wrote it

DI
Dictation354

Publishes on mcprush.

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