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Mgmt Paper Style Benchmark

Community
HaonanAlex
mgmt-paper-style-benchmark

管理学顶刊风格参考与全文风格校准 Skill。用于学习用户提供的目标期刊文章、author guidelines、LaTeX/Word 模板和目标稿件,生成不抄袭、不复刻原文的语言、结构、段落、图表、标题、摘要、引言、讨论、排版和投稿格式改写建议。当用户需要把论文校准到 AMJ/ASQ/SMJ/Organization Science/MISQ/Management Science 或中文管理学顶刊风格时调用。

Overview

PublisherHaonanAlex
RepositoryMGMT-Paper-Skills
Skill namemgmt-paper-style-benchmark
Stars
130
Forks
18
Bundled files
6
LicenseApache-2.0
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.

  • 6 bundled files

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

  • Open source

    Published by HaonanAlex on GitHub. Read the source before you install it.

Installation

Install the Mgmt Paper Style Benchmark 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/HaonanAlex/MGMT-Paper-Skills/tree/main/mgmt-paper-style-benchmark
  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/HaonanAlex/MGMT-Paper-Skills.git /tmp/MGMT-Paper-Skills
mkdir -p .claude/skills
cp -r /tmp/MGMT-Paper-Skills/mgmt-paper-style-benchmark .claude/skills/mgmt-paper-style-benchmark
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Mgmt Paper Style Benchmark 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 Mgmt Paper Style Benchmark 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 Mgmt Paper Style Benchmark 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.

MGMT - Paper - Style Benchmark — 顶刊风格参考与全文校准

适用场景

用于把管理学论文从“内容基本有了”提升到“语言、结构、段落、排版和投稿呈现接近目标期刊口味”。它适合摘要、引言、理论、方法、结果、讨论、图表、附录和 cover letter 的全稿风格校准。

重要边界

不得复制或模仿用户未授权文章的表达。只能抽取高层级风格特征:段落功能、论证顺序、句子密度、标题习惯、贡献呈现方式、图表组织和排版规则。短语和句子必须重新写成原创表达。

输入

  • 目标期刊或期刊族。
  • 用户稿件或章节。
  • 用户提供的目标论文、author guidelines、LaTeX/Word 模板或 reviewer comments。
  • 论文阶段:outline / rough draft / full draft / presubmission / R&R。

工作流

  1. 风格样本盘点

    • 读取 templates/style_benchmark_matrix.md。
    • 把目标样本拆为:标题、摘要、引言 opening、contribution paragraph、theory setup、method transparency、results narrative、discussion moves、limitations、managerial implications。
  2. 风格特征提取

    • 读取 references/style-dimensions.md。
    • 只提取可迁移的写作规律:段落功能、句长、转折密度、claim-evidence 连接、贡献措辞、表图解释方式。
  3. 稿件差距诊断

    • 对用户稿件逐节标注:too vague / too long / overclaiming / under-theorized / table-driven / weak transition / formatting risk。
  4. 改写与排版

    • 读取 references/formatting-gates.md。
    • 输出标题、摘要、引言、贡献段、结果段、讨论段、管理启示和局限段的改写建议。
    • 同步检查标题层级、表图编号、图注、脚注、引用格式、匿名化、补充材料标记。
  5. 全稿一致性

    • 统一构念名、理论标签、假说编号、贡献表达、管理启示措辞和 limitations 边界。

输出

返回:

  1. Style Benchmark Matrix。
  2. Section-by-Section Gap Diagnosis。
  3. Rewrite Plan。
  4. Paragraph-Level Revision Examples。
  5. Formatting Gate Checklist。
  6. Final Style Risk Memo。

与其他 Skills 协同

  • 用 mgmt-paper-writing 执行具体章节重写。
  • 用 mgmt-paper-manuscript-package 检查 package 完整性。
  • 用 mgmt-paper-reviewer-simulation 检查风格修订是否解决审稿风险。
  • 用 mgmt-paper-journal-figures 和 mgmt-paper-tables 对齐表图风格。

使用提醒

如果用户要求“参考某篇顶刊文章风格”,先要求用户提供文章、摘要或其可引用片段;不要凭空声称已经学习某篇未提供的文章。若需要最新期刊格式,优先查官方 author guidelines。

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 Mgmt Paper Style Benchmark AI skill do?

管理学顶刊风格参考与全文风格校准 Skill。用于学习用户提供的目标期刊文章、author guidelines、LaTeX/Word 模板和目标稿件,生成不抄袭、不复刻原文的语言、结构、段落、图表、标题、摘要、引言、讨论、排版和投稿格式改写建议。当用户需要把论文校准到 AMJ/ASQ/SMJ/Organization Science/MISQ/Management Science 或中文管理学顶刊风格时调用。

Why use Mgmt Paper Style Benchmark on TypingMind?

Because you install it once and use it with any model. Mgmt Paper Style Benchmark 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 Mgmt Paper Style Benchmark in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/HaonanAlex/MGMT-Paper-Skills/tree/main/mgmt-paper-style-benchmark. 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 Mgmt Paper Style Benchmark?

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 Mgmt Paper Style Benchmark?

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

Is the Mgmt Paper Style Benchmark AI skill free?

Yes. It is published on GitHub by HaonanAlex under the Apache-2.0 license. 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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