Paper to Group HTML Slides Agent Skill

Converts academic paper PDFs and supporting information into self-contained, offline HTML group meeting presentations with deep analytical…

Context cost
2.6k tokensestimated from the bundle, loaded when it triggers
Bundle
6 files · 23.5 kB3 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

将一篇或多篇论文 PDF(可同时包含主论文与 Supporting Information)整理为中文讲解为主、简洁学术白底、完全离线的单文件 HTML 组会幻灯片。用于用户说“把这篇 PDF 做成组会 HTML”“做文献组会 PPT”“将论文转成 HTML 幻灯片”等请求;默认面向化学实验论文,特别适配稀土发光材料、光物理、纳米材料与 NIR 成像,同时能按综述或理论论文的内容结构自适应。

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.

productivity

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.md6.7 kB · preview
--- name: paper-to-group-html ---
6# 文献 PDF 转组会 HTML
7
8将论文读透后再设计叙事,不把固定目录机械套在每篇文章上。最终交付一个可搬运、可离线打开的 .html 文件。
9
10## 必须遵守
11
12- 默认中文讲解,保留必要英文缩写、材料式、能级符号、图题术语和单位。
13- 默认单篇精读;输入多篇时自动切换为横向比较或主论文 + SI 模式。
14- 识别主论文与 SI。以主论文建立叙事,只用 SI 补充实验条件、表征细节和数据;若只有 SI,先明确提醒内容不完整。
15- 围绕文章内容本身,不强制加入批判性分析、演讲者备注或“一句话结论”。
16- 正式生成前必须先在对话中讲清楚文章内容,并展示“文章自身提纲”和“拟采用的 PPT 提纲”;等待用户确认或提出修改后再生成 HTML。
17- 页数按论文信息量决定,以约 20 分钟为软目标,通常 10–16 页。
18- 默认达到“能够支撑完整组会讲解”的深度:不仅陈列结果,还解释设计原因、读图方法、对照关系和证据链。内容不足时优先增加页面,不把解释压缩成口号式短句。
19- 复用论文关键图、光谱、结构式、能级图和表格;在图注中标注 原文 Figure/Table + PDF 页码。
20- 图片、样式和脚本必须全部内嵌,禁止 CDN、远程字体、外链图片或运行时网络请求。
21- 默认把最终 HTML 写入 ~/Desktop/组会/;若该目录不可写或用户指定其他位置,则使用用户给出的目录。
22- 开始前读取 [references/content-guide.md](references/content-guide.md)。
23
24## 工作流
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md238 words
Files6
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.

≈60
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
2,515
on trigger
The instruction body and 5 supporting files, read only when the skill fires.
1.3%
of a 200k window
Ten skills this size would take about 13% of the window before you open a file.
050k100k150k200k context window

2.6k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

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

6 files, 23.5 kB on disk. Mostly text — the instructions the model reads — with 3 scripts in it that your client would run only if the instructions tell it to.

  • SKILL.md6.7 kB
  • agents/openai.yaml0.2 kB
  • references/content-guide.md3.4 kB
  • scripts/build_deck.py11.0 kB
  • scripts/crop_pdf_figure.py1.1 kB
  • scripts/verify_html.py1.1 kB
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 3 scripts beside the text, so the bundle is 6 files 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.

# Paper to Group HTML Slides · 2.6k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/paper-to-group-html-slides/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/paper-to-group-html-slides" ] && { [ ! -e .claude/skills/paper-to-group-html-slides ] || { mv .claude/skills/paper-to-group-html-slides "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/paper-to-group-html-slides" .claude/skills/ && echo "Installed .claude/skills/paper-to-group-html-slides"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add shizheyuu/paper-to-group-html-slides

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

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
Referenceshizheyuu/paper-to-group-html-slides

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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Who wrote it

SH
shizheyuu

Publishes on mcprush.

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