Academic Reference Verifier Agent Skill

Cross-verifies academic citations across multiple databases to detect DOI mismatches, author order discrepancies, and metadata errors.

Context cost
4.6k tokensestimated from the bundle, loaded when it triggers
Bundle
6 files · 18.5 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

对学术文献逐条执行多源交叉验证,逐字段对比作者、标题、年份、卷期、页码, 标记卷年/DOI年冲突、作者顺序异常、页码偏差等问题,输出结构化验证报告。 可批量处理整篇论文/开题报告的参考文献列表,也可单条校验,支持与 Zotero 同步修正。

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.md9.8 kB · preview
--- name: nature-ref-verifier ---
9# nature-ref-verifier — 学术参考文献多源验证技能
10
11需要处理批量差异、反复出现的字段错误、DOI/标题冲突、作者顺序异常、页码漂移或
12报告措辞时,读取 references/common-patterns.md。其他任务不要预加载该文件;
13manifest.yaml 记录了同一按需路由,新增资源时必须同时在本文件中写明加载条件。
14
15## 触发词
16
17verify references、校验文献、check references、核对参考文献、文献验证、ref check
18
19## 适用场景
20
21- 开题报告/论文提交前,对全部参考文献做最终核查
22- 收到审稿意见指出引用错误时,精准定位问题
23- 从旧项目迁移参考文献到新论文时,批量验证有效性
24- Zotero 库定期健康检查
25
26## 工作流
27
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md768 words
Files6
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.

≈40
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
4,585
on trigger
The instruction body and 5 supporting files, read only when the skill fires.
2.3%
of a 200k window
Ten skills this size would take about 23% of the window before you open a file.
050k100k150k200k context window

4.6k 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

6 files, 18.5 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md9.8 kB
  • README.md1.9 kB
  • README_EN.md2.1 kB
  • manifest.yaml0.8 kB
  • agents/openai.yaml0.3 kB
  • references/common-patterns.md3.6 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 6 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 Reference Verifier · 4.6k 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-reference-verifier/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/academic-reference-verifier" ] && { [ ! -e .claude/skills/academic-reference-verifier ] || { mv .claude/skills/academic-reference-verifier "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/academic-reference-verifier" .claude/skills/ && echo "Installed .claude/skills/academic-reference-verifier"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add yyumath/academic-reference-verifier

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

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
Referenceyyumath/academic-reference-verifier

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.

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