Chinese Academic Literature Search Agent Skill

Searches and verifies Chinese academic literature from CNKI using browser automation to generate accurate GB/T 7714 citations.

Context cost
7.2k tokensestimated from the bundle, loaded when it triggers
Bundle
4 files · 28.8 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

paper-write-zh内部prepare阶段的来源池构建参考,仅在当前中文正文写作已命中且需要CNKI/知网来源、GB/T 7714引用或引用真实性核验时使用,不作为独立检索入口,也不直接写正文。只把可追溯且达到核验门槛的来源写入.workflow/source_pool.md,不把候选元数据冒充正式引用。独立文献检索或系统性调研转/doubao-literature-research。

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.

automationbrowser

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.md16.0 kB · preview
--- name: paper-write-zh-literature-search ---
6# prepare阶段来源池生成
7
8本参考只服务 make prepare:把可追溯来源整理进 .workflow/source_pool.md。它不是独立爬虫说明,也不是正文写作入口;正文写作必须等来源池和 meta.json 通过准备阶段检查后再开始。
9
10在 paper-write-zh 中,本参考服务 prepare 阶段。核验后的来源必须写入 .workflow/source_pool.md(每条含题录与可访问 URL),不得只在对话中口头声明“已检索”。
11
12## 什么时候进入本参考
13
14只要任务会产生或依赖学术引用,就先使用本技能,尤其是:
15
16- 用户要求写论文、开题报告、引言、研究背景、国内外研究现状、相关工作、文献综述。
17- 用户要求“找几篇中文文献”“查知网”“补参考文献”“生成 GB/T 7714 引用”。
18- 用户给出论文题目、摘要、关键词,希望继续写正文。
19- 用户已有正文但缺少中文参考文献或引用格式不规范。
20
21如果没有browser-task返回的真实引用,且用户也没有手动回填真实引用,不得开始撰写带引用的正文。页面可见题名、作者、来源、年份及链接只能完成候选身份核验,状态仍记为待核验,不能计入prepare最低来源数或进入正式参考文献。只有知网导出引用原文,或用户提供可追溯的完整引用及页面证据,才可标记已核验。不能把“已打开知网”“正在检索”“检索完成”当作引用证据。
22
23本参考只解决中文文献真实性和 GB/T 7714 引用获取,不替代英文证据合成。技术类论文进入 Draft Mode 时,CNKI 中文引用池应与英文引用池配合使用;若英文基础文献不足,回到 ../literature-review/SKILL.md 补 DOI、出版社页面、Google Scholar 引用入口、arXiv 或用户 PDF 来源。Semantic Scholar、OpenAlex 只能作为候选发现工具,不能用作正式引用来源,也不能用中文文献填满“国内外研究现状”。中文候选文献默认优先选择近几年、主题高度相关、来源可核验的条目;经典基础理论、政策文本和代表性研究可放宽年份。
24
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md460 words
Files4
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.

≈60
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
7,140
on trigger
The instruction body and 3 supporting files, read only when the skill fires.
3.6%
of a 200k window
Ten skills this size would take about 36% of the window before you open a file.
050k100k150k200k context window

7.2k 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

4 files, 28.8 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md16.0 kB
  • references/citation-formats.md3.5 kB
  • references/cnki-faq.md5.7 kB
  • references/cnki-selectors.md3.6 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 4 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.

# Chinese Academic Literature Search · 7.2k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/chinese-academic-literature-search/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/chinese-academic-literature-search" ] && { [ ! -e .claude/skills/chinese-academic-literature-search ] || { mv .claude/skills/chinese-academic-literature-search "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/chinese-academic-literature-search" .claude/skills/ && echo "Installed .claude/skills/chinese-academic-literature-search"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add ahang1598/chinese-academic-literature-search

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

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
Referenceahang1598/chinese-academic-literature-search

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.

Publisher
Servers0
Claim this skill