Content
Plugin
paper-craft-skills
Turn academic papers into polished method figures, visual slide decks, and in-depth articles — zero config, one command. From arxiv link to publication-ready visuals, AIGC slide decks, and deep-dive articles.
Plugin Signal61/100Solid
maintained64
capable29
documented100
adopted64
Install
$ npx -y skills add zsyggg/paper-craft-skills --agent claude-code
Run the curl in your terminal, the rest in Claude Code.
What's inside
Skills
3/paper-analyzer将学术论文转化为深度HTML长文。6轮强制工作流、代码仓库搜索、公式渲染、Mermaid图表。 3种写作风格，输出可直接分享的精美HTML页面。/paper-comic论文方法图解——用视觉图解彻底讲清楚一篇论文到底做了什么、怎么做的。 自动分析论文核心方法，先推荐封面/概述图/机制细节图的生成方案，必须由用户确认范围、张数、语言、风格后再生成。 支持温暖笔记风和论文框架图风。/paper-deck将论文、技术文章或知识内容制作成高真实感的 AIGC 幻灯片。先做叙事结构和逐页视觉导演，再调用生图模型生成每一页 16:9 slide image，最后合成为 PPTX/PDF。适合论文汇报、组会、公开课、技术分享、商业化研究展示；当用户提到“论文PPT”“AI生成PPT”“不像AI的PPT”“高质感幻灯片”“逐页生图PPT”时使用。
README
1paper-craft-skills
English | 中文
Turn academic papers into polished method figures, visual slide decks, and in-depth articles — zero config, one command.
How to install
Copy this into Codex or Claude Code:
Please install zsyggg/paper-craft-skills for me.
GitHub: https://github.com/zsyggg/paper-craft-skills
That's it. The agent handles clone, symlink, and registration. No API keys. No accounts. If you prefer a terminal:
npx skills add zsyggg/paper-craft-skills
Works with: Codex · Claude Code · Cursor · Windsurf
What's inside
🎨 paper-comic
Paper → Method Figures
Transformer architecture — generated from Attention Is All You Need
Reads your paper → proposes what to draw → you confirm → generates.
| Style | Vibe |
|---|---|
| paper-figure | Publication-grade diagrams |
| sketchnote | Bright, warm hand-drawn study notes |
📄 paper-analyzer
Paper → Deep Articles
Paper → polished HTML article with formulas, code cross-reference, and choice of style
Reads the full paper → searches GitHub for code → writes in your chosen style.
| Feature | |
|---|---|
| 🌐 Output | HTML — share anywhere, read on mobile |
| 📐 Formulas | KaTeX rendering |
| 📊 Diagrams | Mermaid architecture charts |
| ⚡ Setup | Zero config — no API keys |
🖼️ paper-deck
Paper → Visual Slide Deck
Paper/article → analysis → outline → visual prompts → PPTX/PDF
Reads your paper → plans the deck → generates slide images → exports PPTX/PDF.
| Output | |
|---|---|
| 🎞️ Slides | 16:9 visual pages |
| 📦 Export | .pptx + .pdf |
| 🛠️ Edits | Regenerate any page |
paper-deck — Visual slide decks that don't look like templates
paper-deck turns a paper, article, or technical note into a designed slide deck. It first builds a deck brief and slide-by-slide outline, then writes reproducible visual prompts, generates polished 16:9 slide images, and merges them into .pptx and .pdf.
It is built for iteration: every page has its own prompt, so you can ask for precise changes like “make slide 5 more journal-like”, “replace slide 8 with a real benchmark chart”, or “keep the layout but switch the cover to liquid glass”.
| Style | Best for |
|---|---|
| journal-minimal | Nature/IEEE-inspired academic decks and thesis defenses |
| business-research | Strategy memos, industry research, investor/client briefings |
| warm-notes | Study-note explanations, teaching, approachable paper walkthroughs |
| liquid-glass | Apple-inspired visual chapters, covers, and high-impact section pages |
It also supports real source visuals. When a PDF contains strong figures, tables, plots, or screenshots, the skill plans which slides should use them, where they should be cropped, and how they should be framed. Real visuals can be mounted into clean academic panels, evidence blocks, or glass-style layouts instead of being hallucinated from scratch.
/paper-deck https://arxiv.org/abs/1706.03762
/paper-deck /path/to/paper.pdf --style journal-minimal --slides 12
/paper-deck notes.md --style liquid-glass
paper-comic — How it works
/paper-comic https://arxiv.org/abs/1706.03762
Reads the paper, then recommends:
I suggest 6 figures:
1. Cover: one-line contribution + visual anchor
2. Transformer architecture overview
3. Self-attention mechanism
4. Multi-head attention detail
5. Encoder / Decoder Block
6. Key results
Or generate only 1 overview figure, or expand to 8 detailed mechanism figures.
Language? [Chinese / English] Style? [sketchnote / paper-figure] Scope and count?
Example outputs
Full walkthrough: examples/paper-illustrated/attention-is-all-you-need
paper-analyzer — Deep articles that read like a human expert wrote them
Not a paper translator — a re-interpreter. It reads the full paper, searches GitHub for open-source implementations, cross-references code with the paper, and writes in your chosen style.
Three writing styles
| Style | Reads like | Use it for |
|---|---|---|
| storytelling | A viral blog post — hooks, analogies, golden takeaway | WeChat, Twitter, blogs |
| academic | A peer-reviewed deep dive — KaTeX formulas, comparison tables | Lab meetings, lit reviews |
| concise | A cheat sheet — Mermaid diagram + key data table | Quick understanding |
Features
/paper-analyzer https://arxiv.org/abs/1706.03762 # arxiv link
/paper-analyzer /path/to/paper.pdf # local PDF
/paper-analyzer # then paste text
License
MIT
Star History
File tree
41zsyggg/paper-craft-skillsView on GitHub
.gitignore
examples/
paper-illustrated/
attention-is-all-you-need/
README.md
self-attention-sketchnote.png
transformer-overview-paper-figure.png
README.md
style_comparison/
academic.md
concise.md
storytelling.md
with_code/
academic_code.md
with_formulas/
academic_formulas.md
images/
code_feature.png
formula_feature.png
hero_banner.png
paper_deck_intro.png
paper_deck_styles.png
styles_comparison.png
styles_minimal.png
styles_notion.png
README.md
README.zh.md
skills/
paper-analyzer/
cover-prompt-simple.txt
cover-prompt.md
scripts/
extract_paper_info.py
generate_html.py
SKILL.md
styles/
academic.md
concise.md
storytelling.md
with-code.md
with-formulas.md
paper-comic/
references/
base-prompt.md
styles/
paper-figure.md
sketchnote.md
SKILL.md
paper-deck/
references/
layouts.md
prompt-template.md
quality-gate.md
source-visuals.md
style-system.md
scripts/
merge_deck.py
SKILL.mdFAQ
paper-craft-skills is a Claude Code plugin with 3 hand-picked skills for content work, indexed on Flowy. Install it with the command on its page. It includes paper-analyzer, paper-comic, paper-deck. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.
- What is paper-craft-skills?
- Turn academic papers into polished method figures, visual slide decks, and in-depth articles — zero config, one command. From arxiv link to publication-ready visuals, AIGC slide decks, and deep-dive articles.
- How do I install paper-craft-skills?
- Run these in Claude Code: npx -y skills add zsyggg/paper-craft-skills --agent claude-code. Then prompt normally.
- Does paper-craft-skills auto-invoke its skills?
- Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.
- Is paper-craft-skills free?
- Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.