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Paper Glance

Organization
Diaugeia
paper-glance

论文全能处理工具。每当用户上传论文 PDF、粘贴论文文本/摘要，或提到"论文"、"paper"、"文献"、"arxiv"时必须使用此 skill。功能包括：深度分析报告、思维导图、审稿意见、宣传推广脚本、播客音频生成。即使用户只说"帮我看这篇论文"或直接上传 PDF 也必须触发。

Overview

PublisherDiaugeia
Repositorypaper-glance-skill
Skill namepaper-glance
Stars
106
Forks
9
Bundled files
7
Links
Skill sourceRepository
  • 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.

  • 7 bundled files

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

  • Open source

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

Installation

Install the Paper Glance 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/Diaugeia/paper-glance-skill/tree/main
  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/Diaugeia/paper-glance-skill.git \
  .claude/skills/paper-glance
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Paper Glance 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 Glance 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 Glance 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 Glance — 论文全能处理工具

第一步：前置检查

检查用户是否提供了论文内容：

  • ✅ 上传了 PDF / 粘贴了文本 / 提供了摘要 → 继续
  • ❌ 未提供 → 回复："请上传论文 PDF 或粘贴论文内容，我来帮你处理。"

第二步：理解论文

使用 view 工具读取 /mnt/skills/user/paper-glance/shared/paper_core.md，按照其中的提取框架在内部构建 PAPER_CORE。

这一步静默完成，不向用户展示提取过程。

字段缺失处理规则（论文未提供相关信息时）：

  • title 缺失 → 用"未知标题"代替
  • year 缺失 → 省略年份括号
  • one_liner 缺失 → 用一句自行概括的话代替，不留空
  • 其他字段缺失 → 填 null，后续模块遇到 null 字段时注明"论文未提及"，不捏造内容

第三步：展示菜单，询问用户

论文理解完成后，输出以下固定格式的菜单：

📄 已读取论文：《[title]》（[year]）

[one_liner]

你想用这篇论文做什么？

#功能说明
1📊 深度分析报告方法、实验、创新点的完整学术解读
2🧠 思维导图Mermaid 思维导图或流程图，无需任何插件，即时渲染
3🔍 审稿意见按 Summary / Strengths / Weaknesses / Questions 格式输出
4📢 宣传脚本社交媒体推文、公众号摘要、演讲介绍
5🎙️ 播客音频单人解说或双人对话脚本，可直接生成 MP3 音频
0全部按 1→5 顺序依次生成所有内容

回复数字即可，也可以说"帮我做审稿"这样的自然语言。

第四步：执行对应模块

根据用户选择，使用 view 工具读取对应模块文件并执行：

选择读取文件（使用 view 工具）
1 / 分析/mnt/skills/user/paper-glance/modules/01_analysis.md
2 / 思维导图/mnt/skills/user/paper-glance/modules/02_mindmap.md
3 / 审稿/mnt/skills/user/paper-glance/modules/03_review.md
4 / 宣传/mnt/skills/user/paper-glance/modules/04_promo.md
5 / 播客/mnt/skills/user/paper-glance/modules/05_podcast.md
0 / 全部依次用 view 工具读取所有模块

执行完成后，询问："还需要做其他的吗？"（展示剩余选项）

  • PAPER_CORE 在整个对话中保持有效，切换模块时不重新读论文
  • 用户如果直接说"帮我审稿"、"生成思维导图"、"做个播客"等，跳过菜单直接执行对应模块
  • 用户如果上传了新论文，重新执行第二步更新 PAPER_CORE
  • 播客模块（5）需要 edge-tts MCP 已连接才能生成音频；若未连接，仅输出文字脚本

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 Glance AI skill do?

论文全能处理工具。每当用户上传论文 PDF、粘贴论文文本/摘要，或提到"论文"、"paper"、"文献"、"arxiv"时必须使用此 skill。功能包括：深度分析报告、思维导图、审稿意见、宣传推广脚本、播客音频生成。即使用户只说"帮我看这篇论文"或直接上传 PDF 也必须触发。

Why use Paper Glance on TypingMind?

Because you install it once and use it with any model. Paper Glance 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 Glance in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Diaugeia/paper-glance-skill/tree/main. 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 Glance?

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 Glance?

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

Is the Paper Glance AI skill free?

It is published on GitHub by Diaugeia. 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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