paper-craft-skills

English | 中文

Turn academic papers into polished method figures, visual slide decks, and in-depth articles — zero config, one command.

Transformer architecture — generated from Attention Is All You Need

From arxiv link to publication-ready visuals, AIGC slide decks, and deep-dive articles.
Drop a paper, pick a style, get output that looks like a human expert made it.

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”.

_{Four compact style presets for the same paper topic}

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

paper-figure — clean, publication-grade

sketchnote — bright, warm, approachable

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

Formula Explanation
Extracted paper formulas with symbol-by-symbol breakdown

Code Analysis
Aligns paper concepts with the GitHub source code

/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

paper-craft-skills