Chinese Academic Literature Review Writer Agent Skill

Synthesizes verified academic sources into structured literature reviews and related work sections with strict citation integrity.

Context cost
4k tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 16.2 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内部的论文内文献综述写作参考,仅在中文正文写作流程已命中且已有可核验来源后使用,不作为独立入口。用于把用户已有或prepare阶段已核验的真实文献组织成研究脉络、分歧、缺口及连续的文献综述、研究现状、related work或review article正文,并写入.workflow/paper_draft.md。需要独立执行系统检索、纳排、去重、质量评价和证据综合时转/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.

documentation

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.md16.2 kB · preview
--- name: paper-write-zh-literature-review ---
6# 综述证据合成
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8本参考把已核验来源压成研究脉络、缺口和综述正文。默认不运行 Bash、PowerShell、wc、Python、CrossRef脚本或本地PDF解析脚本;普通搜索结果和学术元数据平台不能冒充已核验文献。中文文献先走browser-task/浏览器任务或用户可核验回填;英文文献可先用scholar_search建立正式引用池,再按正文判断强度补DOI、出版社页面、arXiv页面、browser-task可见内容或用户材料。
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10## 一、来源闸门
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12涉及文献综述、国内外研究现状、related work、研究背景、引言中的研究脉络时,不得凭模型记忆补文献。中文文献在未显式尝试 browser-task 前,不得先调用 scholar_search、general_search、普通搜索工具、搜索面板或其他后台检索工具建立候选文献池;browser-task 若不可用,应直接转用户手动回填,而不是改走直接搜索兜底。英文文献可先用 scholar_search 建立正式引用池,但若要支持方法细节、实验结果或局限分析等全文级判断,仍需继续补摘要、DOI/出版社页面、arXiv 页面、browser-task 页面可见内容或用户材料。
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141. **中文文献**:优先按 ../literature-search/SKILL.md 子流程执行,先触发豆包 browser-task/浏览器任务检索知网/CNKI,拿到真实题名、作者、来源、年份和 GB/T 7714 引用;只有 browser-task 明确不可用、登录/验证码阻塞或用户明确要求手动时,才让用户手动回填。中文文献必须保留页面可见元数据、来源链接/检索词、知网导出引用或用户回填证据;缺少证据时必须说明“中文文献真实性核验未完成”,不得假装打开知网后编写中文引用。
152. **英文文献**:可优先使用 scholar_search 获取真实英文学术文献元数据和引用格式,也可通过 DOI 页面、正式出版页面、出版社页面、arXiv 页面、browser-task 页面可见内容或用户提供摘录补充更强证据。scholar_search 返回的题名、作者、年份、来源和引用格式可用于建立正式英文参考文献、生成文内引用标识和完成元数据层判断;但若正文要写方法细节、实验结果、适用场景、局限边界等全文级判断,仍需结合摘要、DOI/出版社页面、arXiv 页面、browser-task 页面可见内容或用户材料。不要凭模型记忆补英文参考文献;不要把 general_search、普通搜索工具、OpenAlex/Semantic Scholar API 或搜索结果摘要直接转成正式参考文献。
163. **只有题名或元数据**:只能写元数据层面的事实,不写全文级结论。
174. **没有真实来源**:只能输出检索策略、综述结构或“待补引用版”段落,不得声称综述已完成;完整初稿任务在未尝试 browser-task 前,不得把文献获取放到“后续补充”后直接进入写作。
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19Draft Mode 可以生成“待扩充引用初稿”,但不能降低文献真实性要求。若英文或中文文献未达数量阈值,必须在综述开头或状态块中列出缺口,不能用模型记忆补齐参考文献。英文文献缺口可先用 scholar_search 补足正式参考文献、文内引用和元数据层判断;若正文需要写方法细节、实验结果或局限边界,再继续补摘要、DOI/出版社页面、arXiv 页面、browser-task 页面可见内容或用户材料。只有中文文献缺口仍必须先尝试 browser-task;browser-task 明确不可用、登录/验证码/机构认证阻塞或用户选择手动时,才要求用户手动回填中文来源信息。
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21找文献时,默认优先选择近几年内与主题高度相关、具有代表性且可核验的来源;在时间范围相近时,可以适度优先高引用文献,但不强求“最新一年”或“最新版本”文献。若某一方向存在基础方法原始论文、经典综述、标准指南或领域公认代表作,即使年份较早,也应保留为基础支撑来源。英文文献至少要区分“可用于正式引用的元数据来源”和“可用于正文全文级判断的强证据来源”两种层级,不得混写。
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23英文检索完成后,不得直接结束S1。凡论文类型要求中英文文献池,Google Scholar、DOI或出版社页面检索完成后,必须继续读取../literature-search/SKILL.md补足CNKI/中文来源引用池。先尝试启动当前豆包环境提供的browser-task/浏览器任务;入口不存在、登录或验证码阻塞时,直接给出手动检索步骤和回填字段,不输出一个未经确认存在的固定斜杠命令。中文文献数量不足、未核验或来源不明时,阶段保持S1。
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This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md378 words
Files1
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.
3,980
on trigger
The instruction body, read only when the skill fires.
2.0%
of a 200k window
Ten skills this size would take about 20% of the window before you open a file.
050k100k150k200k context window

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

1 file, 16.2 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md16.2 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file 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 Review Writer · 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/chinese-academic-literature-review-writer/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/chinese-academic-literature-review-writer" ] && { [ ! -e .claude/skills/chinese-academic-literature-review-writer ] || { mv .claude/skills/chinese-academic-literature-review-writer "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/chinese-academic-literature-review-writer" .claude/skills/ && echo "Installed .claude/skills/chinese-academic-literature-review-writer"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add ahang1598/chinese-academic-literature-review-writer

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

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-review-writer

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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