Agent skill

Paper Deck

by zsyggg in zsyggg/paper-craft-skills

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。

No licenceAuto-check passedDocuments & Office

Install Paper Deck

skills CLI
$ npx skills add zsyggg/paper-craft-skills --skill paper-deck -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install zsyggg/paper-craft-skills paper-deck --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/zsyggg/paper-craft-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/paper-deck .claude/skills/paper-deck && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
paper-deck
GitHub stars
1.3k
Token cost
~1.4k tokens
SKILL.md length
362 words
Files
7 (incl. scripts, references)
Skills in repo
3
Repo updated
First seen
Licence
None found

At a glance

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。

  • Works in 9 steps: 输入分析 → 生成前确认 → Deck Brief → …
  • Tasks that involve PowerPoint presentations
  • SKILL.md covers 不可绕过的生图要求, 何时使用, 工作流 and 参考文件
  • Runs Python scripts from its folder; calls python3

What it does

Paper Deck is an agent skill from zsyggg/paper-craft-skills. 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。

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `references/layouts.md`, `references/prompt-template.md` and `references/quality-gate.md`).

It sits in Documents & Office, covering PowerPoint presentations, Slides and decks and PDF. It works with Microsoft PowerPoint and arXiv. The repository describes itself as: Claude Code skills for academic papers: deep analysis, comics, summaries | 论文工艺:深度解读、漫画生成、速览总结.

When your agent uses it

  • Tasks that involve PowerPoint presentations
  • Tasks that involve Slides and decks
  • Tasks that involve PDF

Example prompts

  • “AI生成PPT”
  • “不像AI的PPT”
  • “高质感幻灯片”
  • “/paper-deck”

Requirements

  • Python 3

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. 输入分析
  2. 生成前确认
  3. Deck Brief
  4. Outline
  5. Prompt Files
  6. 生成图片
  7. 合成 PPTX/PDF
  8. 质量检查
  9. 返修

What it can do on your machine

Read from SKILL.md and the folder at commit 3be47a2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Paper Deck loads about 1.4k tokens when it runs, and up to ~5.1k if it reads all its reference files. Until then it costs about 45 tokens; SKILL.md has 362 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~45
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 362 words (~1,380 tokens).

name
paper-deck

Read the full SKILL.md on GitHub

Files

SKILL.md and 6 other files (scripts, references) in skills/paper-deck of zsyggg/paper-craft-skills.

  • SKILL.md
  • references/layouts.md
  • references/prompt-template.md
  • references/quality-gate.md
  • references/source-visuals.md
  • references/style-system.md
  • scripts/merge_deck.py

Open the folder on GitHubat commit 3be47a2

Compare with similar skills

Paper Deck next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Paper Deck compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Paper Deck this skillzsyggg/paper-craft-skills1.3k—~1.4kAutomated safety check: PassNone
Paper2slidesQuZhan51496/paper2anything450—~3.8kAutomated safety check: NotesApache-2.0
Ky Markdown RebuilderKyrieCheungYep/ky-markdown-rebuilder117—~5.7kAutomated safety check: PassNone
Sci HTMLShZhao27208/Aut_Sci_Write209—~1.4kAutomated safety check: NotesMIT
Publish To Pagesgithub/awesome-copilot40k1 repos~1.1kAutomated safety check: PassMIT
Sn Da Non Spreadsheet AnalysisOpenSenseNova/SenseNova-Skills5.7k—~1.2kAutomated safety check: PassMIT

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Questions about Paper Deck

What does Paper Deck do?

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。. Paper Deck is an agent skill from zsyggg/paper-craft-skills.

When should I use Paper Deck?

Paper Deck fits situations like: tasks that involve PowerPoint presentations; tasks that involve Slides and decks; tasks that involve PDF.

How do I install Paper Deck in Claude Code?

Run `npx skills add zsyggg/paper-craft-skills --skill paper-deck -a claude-code`. Or copy the skill folder (skills/paper-deck in zsyggg/paper-craft-skills) into .claude/skills/paper-deck in your project. Claude Code loads it when a task matches its description.

How do I install Paper Deck in Codex?

Run `npx skills add zsyggg/paper-craft-skills --skill paper-deck -a codex`. Or copy the skill folder (skills/paper-deck in zsyggg/paper-craft-skills) into .agents/skills/paper-deck in your project. Codex loads it when a task matches its description.

Can I use Paper Deck in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add zsyggg/paper-craft-skills --skill paper-deck -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-deck, .gemini/skills/paper-deck, .github/skills/paper-deck and .opencode/skills/paper-deck in your project.

What does Paper Deck need to run?

Going by SKILL.md and its folder, Paper Deck needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Paper Deck access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Paper Deck safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Paper Deck use?

No licence was found for Paper Deck or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Paper Deck use?

About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.7k tokens, read only when the agent opens those files.

What are the alternatives to Paper Deck?

Skills that share tags, products or a category with Paper Deck: Paper2slides (QuZhan51496/paper2anything, 450 stars), Ky Markdown Rebuilder (KyrieCheungYep/ky-markdown-rebuilder, 117 stars), Sci HTML (ShZhao27208/Aut_Sci_Write, 209 stars) and Publish To Pages (github/awesome-copilot, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Paper Deck?

zsyggg (a GitHub user) maintains it in zsyggg/paper-craft-skills, which has 1,296 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on May 29, 2026.

Source: zsyggg/paper-craft-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.