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Paper Writing

OrganizationPopular
MLNLP-World
paper-writing

学术论文写作检查与优化助手。基于 MLNLP-World 社区整理的论文写作技巧,帮助检查和优化学术论文。Use when: (1) 检查论文 LaTeX 格式和排版, (2) 优化公式符号使用, (3) 改进图表设计, (4) 润色英文学术表达, (5) 检查参考文献格式, (6) 投稿前终稿检查, (7) 用户询问论文写作技巧或规范。

Overview

PublisherMLNLP-World
RepositoryPaper-Writing-Tips
Skill namepaper-writing
Stars
4.7K
Forks
542
Bundled files
3
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 3 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by MLNLP-World on GitHub. Read the source before you install it.

Installation

Install the Paper Writing AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/MLNLP-World/Paper-Writing-Tips/tree/main/paper-writing
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/MLNLP-World/Paper-Writing-Tips.git /tmp/Paper-Writing-Tips
mkdir -p .claude/skills
cp -r /tmp/Paper-Writing-Tips/paper-writing .claude/skills/paper-writing
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Paper Writing in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Paper Writing on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Paper Writing is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Paper Writing Tips - 学术论文写作助手

帮助用户检查和优化学术论文,确保符合顶会投稿规范。

核心检查规则

公式符号规范

类型规范LaTeX 命令
标量小写拉丁字母,l 用 \ell 替代$x$, $\ell$
向量小写加粗\mathbf{x} (拉丁), \boldsymbol{\alpha} (希腊)
矩阵大写加粗\mathbf{X}
集合花体\mathcal{X}
数域/期望黑板粗体\mathbb{R}, \mathbb{E}
多字母变量正文字体\textrm{softmax}, \textrm{enc}
函数内置命令\arg, \max, \sin, \exp

公式格式要求:

  • 括号使用 \left( \right) 自动调整大小
  • 多行公式用 align 环境,&= 对齐等号
  • 只对引用的公式加编号,其他用 \nonumber

写作风格规范

必须避免:

  • 缩写形式:don't → do not, can't → cannot
  • 所有格 's:尽量转化为 of 结构

拉丁文惯用语:

  • e.g., = for example(注意逗号)
  • i.e., = that is(注意逗号)
  • et al. = and others(句末不加额外句号)

LaTeX 格式:

  • 英文引号:`` 和 ''(不用中文引号)
  • 不间断空格:Figure~\ref{}, Table~\ref{}, BERT~\cite{}
  • URL:\url{}(需 \usepackage{hyperref})

选词用词规范

避免绝对化表述:

避免使用
obviousstraightforward
alwaysgenerally, usually, often
neverrare
avoid, eliminatealleviate, relieve

冠词使用:

  • a/an 跟元音音素:an LSTM, an F1 score, a U-Net
  • 可数名词单数需加 the 特指或用复数泛指

缩写规范:

  • 首次出现:graph attention network (GAT) 或 BERT~\citep{BERT}
  • 保持一致:BERT 不要写成 Bert 或 bert

表格图片规范

表格:

  • 使用 booktabs 宏包:\toprule, \midrule, \bottomrule
  • 三线表,避免竖线
  • 调整:\centering, \small, \setlength{\tabcolsep}{8pt}

图片:

  • 使用矢量图(PDF 格式)
  • 字体大小介于正文和 caption 之间
  • 颜色不超过六种,适用于黑白打印
  • 箭头方向保持一致

参考文献规范

引用命令:

模板插入语句子成分
ACL/NAACL/EMNLP\citep{}\citet{}
COLING\citep{}\newcite{}
AAAI/IJCAI\cite{}\citeauthor{} \shortcite{}

其他要求:

  • 优先引用正式发表版本,非 arXiv
  • 格式保持一致(会议名缩写等)

终稿检查清单

检查论文时,按以下清单逐项核对:

  1. 匿名性:无个人/机构信息
  2. 页数:不超页
  3. 拼写语法:使用 Grammarly/Writefull 检查
  4. 缩写:首次使用时已定义
  5. 大小写:模型名一致(BERT 不是 Bert)
  6. 图片:矢量图,字体统一,颜色≤6种
  7. 表格:booktabs 样式,无竖线
  8. 公式:引用的有编号,格式正确
  9. 引用:\citep/\citet 正确使用
  10. 代码/数据:无个人信息,无隐藏文件夹(.git)

Resources

references/

详细规则和示例请参阅:

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Paper Writing AI skill do?

学术论文写作检查与优化助手。基于 MLNLP-World 社区整理的论文写作技巧,帮助检查和优化学术论文。Use when: (1) 检查论文 LaTeX 格式和排版, (2) 优化公式符号使用, (3) 改进图表设计, (4) 润色英文学术表达, (5) 检查参考文献格式, (6) 投稿前终稿检查, (7) 用户询问论文写作技巧或规范。

Why use Paper Writing on TypingMind?

Because you install it once and use it with any model. Paper Writing is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Paper Writing in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/MLNLP-World/Paper-Writing-Tips/tree/main/paper-writing. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Paper Writing?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Paper Writing?

As many as you like. As long as a model supports skills, you can use Paper Writing with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Paper Writing AI skill free?

It is published on GitHub by MLNLP-World. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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