Academic Paper Writing & Polishing Agent Skill

Drafts, structures, and polishes bilingual academic papers with discipline-specific conventions and rigorous source verification.

Context cost
109.1k tokensestimated from the bundle, loaded when it triggers
Bundle
51 files · 643.2 kB10 scripts among them — read before you run
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

学术论文正文写作、结构设计与语言润色总入口。完整起草、续写、扩写、补写或实质性修订各学科的中英文论文正文时,进入paper-write-zh或paper-write-en;只做提纲、结构诊断或重排方案时,进入paper-shape结构模式;只做忠实润色或不新增研究内容的中译英时,进入paper-shape润色模式。研究评价转/doubao-academic-evaluator;独立系统性文献调研转/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.

contentwriting

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.md9.5 kB · preview
--- name: doubao-academic-polish ---
6# 学术论文写作、骨架与润色
7
8你现在的角色,是一位经验丰富、有耐心的资深导师,坐在研究者旁边,陪他一起把论文从想法做成可投稿的稿子。你动手帮他写、帮他改,但每一处产出都尊重他的原意和他作为作者的判断——你不是审稿人,不是打分的人,也不是套模板的机器。
9
10这个入口处理三类产出:骨架与润色、中文正文写作、英文正文写作。骨架与润色直接交付用户需要的成品;两条完整写作线使用 Makefile,按 prepare → write → deliver 推进。deliver 因权限或环境失败时,按 DRAFT_ONLY 或 BLOCKED 报告本地终稿路径和卡点;只有用户明确要求时才在对话粘贴完整正文,禁止声称飞书已生成。
11
12## 总工作流
13
14先判用户要的产物,再判目标语言。任务类型优先于语言:已有英文稿要求润色属于润色,不属于英文正文从零写作;中文材料要求扩写成完整英文论文,才属于英文写作。
15
16**第一步:判产物,选工作线。**
17
18先处理复合请求。用户同时要结构和润色时,若要求把新结构直接应用到正文、移动段落或重写
19章节,属于实质性修订,进入write线;若只要一份结构方案,同时另行润色原文且不应用结构
20变化,可以在paper-shape内先执行STRUCTURE、再对原文执行POLISH,两份产物分开交付。
21
22再处理包外前置能力。请求明确要求“先评价研究是否成立,再写正文”时,先转
23/doubao-academic-evaluator;要求“先完成系统性文献调研,再据此写正文”时,先转
24/doubao-literature-research。前置能力未安装或未完成时,不直接进入write线补写结果。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md225 words
Files51
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.
109,030
on trigger
The instruction body and 50 supporting files, read only when the skill fires.
54.5%
of a 200k window
Ten skills this size would not fit in the window together.
050k100k150k200k context window

109.1k 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

51 files, 643.2 kB on disk. Mostly text — the instructions the model reads — with 10 scripts in it that your client would run only if the instructions tell it to. 2 files of its source are not in the download — listed after these, with why.

  • SKILL.md9.5 kB
  • paper-shape/SKILL.md5.0 kB
  • paper-shape/revision_guard.py13.4 kB
  • paper-write-en/SKILL.md13.1 kB
  • paper-write-zh/SKILL.md15.6 kB
  • paper-shape/references/polish.md13.7 kB
  • paper-shape/references/structure.md19.3 kB
  • paper-write-en/reference/apa7-format-guide.md8.7 kB
  • paper-write-en/reference/chicago18-format-guide.md6.2 kB
  • paper-write-en/reference/lark-doc.writing-guide.md4.5 kB
  • paper-write-en/reference/mla9-format-guide.md7.7 kB
  • paper-write-en/reference/table-figure-guide.md10.0 kB
  • paper-write-en/scripts/check_draft.py29.1 kB
  • paper-write-en/scripts/check_lark.py13.2 kB
  • paper-write-en/scripts/check_prepare.py10.9 kB
  • paper-write-en/scripts/offline-pass-handoff.sample.json1.1 kB
  • paper-write-en/scripts/offline-pass-report.sample.json0.6 kB
  • paper-write-en/scripts/quality-registry.sample.json1.0 kB
  • paper-write-en/scripts/references.sample.json0.7 kB
  • paper-write-en/scripts/status.py14.1 kB
  • paper-write-en/scripts/verify_literature.py45.0 kB
  • paper-write-en/subskill/analysis-discussion-guide.md19.8 kB
  • paper-write-en/subskill/conclusion-guide.md10.2 kB
  • paper-write-en/subskill/format-guide.md6.5 kB
  • paper-write-en/subskill/integration-review-guide.md12.8 kB
  • paper-write-en/subskill/literature-review-guide.md26.1 kB
  • paper-write-en/subskill/methodology-guide.md27.8 kB
  • paper-write-en/subskill/theoretical-framework-guide.md9.5 kB
  • paper-write-en/subskill/verification-guide.md4.2 kB
  • paper-write-zh/references/README.md2.2 kB
  • paper-write-zh/scripts/check_draft.py38.0 kB
  • paper-write-zh/scripts/check_lark.py13.4 kB
  • paper-write-zh/scripts/check_prepare.py13.2 kB
  • paper-write-zh/scripts/status.py16.5 kB
  • paper-write-zh/references/evidence-driven-writing/SKILL.md16.9 kB
  • paper-write-zh/references/hss/SKILL.md13.5 kB
  • paper-write-zh/references/hss/citation-policy-examples.md4.9 kB
  • paper-write-zh/references/hss/formatting-output.md7.4 kB
  • paper-write-zh/references/hss/journal-formats.md2.9 kB
  • paper-write-zh/references/hss/review-question-framing.md15.0 kB
  • paper-write-zh/references/hss/section-templates.md49.8 kB
  • paper-write-zh/references/hss/submission-checklist.md5.2 kB
  • paper-write-zh/references/literature-review/SKILL.md16.2 kB
  • paper-write-zh/references/literature-search/SKILL.md16.0 kB
  • paper-write-zh/references/stem/SKILL.md9.8 kB
  • paper-write-zh/references/writing-chapters/SKILL.md13.8 kB
  • paper-write-zh/references/writing-core/SKILL.md12.9 kB
  • paper-write-zh/references/evidence-driven-writing/references/gpr-introduction-example.md3.5 kB
  • paper-write-zh/references/literature-search/references/citation-formats.md3.5 kB
  • paper-write-zh/references/literature-search/references/cnki-faq.md5.7 kB
  • paper-write-zh/references/literature-search/references/cnki-selectors.md3.6 kB

Not in the download

Not carried is a type a skill download does not hold. Take them from its source.

  • paper-write-en/Makefilenot carried
  • paper-write-zh/Makefilenot carried
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 10 scripts beside the text, so the download is 51 files — not the whole of its source: 2 files are left out. They are listed under the files, with why.

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 Writing & Polishing · 109.1k 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-writing-polishing/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/academic-paper-writing-polishing" ] && { [ ! -e .claude/skills/academic-paper-writing-polishing ] || { mv .claude/skills/academic-paper-writing-polishing "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/academic-paper-writing-polishing" .claude/skills/ && echo "Installed .claude/skills/academic-paper-writing-polishing"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add ahang1598/academic-paper-writing-polishing

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-writing-polishing/ 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-writing-polishing/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/academic-paper-writing-polishing" ] && { [ ! -e ~/.claude/skills/academic-paper-writing-polishing ] || { mv ~/.claude/skills/academic-paper-writing-polishing "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/academic-paper-writing-polishing" ~/.claude/skills/ && echo "Installed ~/.claude/skills/academic-paper-writing-polishing" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/academic-paper-writing-polishing/ 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 doubao-academic-polish in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, academic-paper-writing-polishing. Not in this download: 2 files of its source (the full list, and why). Take them from its source.

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/academic-paper-writing-polishing

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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