Nature Paper2ppt
jing1312/nature-figure-skill
Build a complete but efficient Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, abstract, figure legends, or reading notes.
Build a complete Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, figure legends, or reading notes.
Install Nature Paper2ppt
$ npx skills add Tai609/NebulaMat --skill nature-paper2ppt -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Tai609/NebulaMat nature-paper2ppt --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Tai609/NebulaMat.git skills-src && mkdir -p .claude/skills && cp -r skills-src/runtime/skills-bundle/nature-paper2ppt .claude/skills/nature-paper2ppt && rm -rf skills-srcUse ~/.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/
Install the "nature-paper2ppt" agent skill from https://github.com/Tai609/NebulaMat/tree/main/runtime/skills-bundle/nature-paper2ppt into .claude/skills/nature-paper2ppt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-paper2ppt", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Tai609/NebulaMat/tree/main/runtime/skills-bundle/nature-paper2pptType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Tai609/NebulaMat --skill nature-paper2ppt -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Tai609/NebulaMat nature-paper2ppt --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tai609/NebulaMat.git skills-src && mkdir -p .agents/skills && cp -r skills-src/runtime/skills-bundle/nature-paper2ppt .agents/skills/nature-paper2ppt && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "nature-paper2ppt" agent skill from https://github.com/Tai609/NebulaMat/tree/main/runtime/skills-bundle/nature-paper2ppt into .agents/skills/nature-paper2ppt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-paper2ppt", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Tai609/NebulaMat --skill nature-paper2ppt -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Tai609/NebulaMat nature-paper2ppt --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tai609/NebulaMat.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/runtime/skills-bundle/nature-paper2ppt .cursor/skills/nature-paper2ppt && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "nature-paper2ppt" agent skill from https://github.com/Tai609/NebulaMat/tree/main/runtime/skills-bundle/nature-paper2ppt into .cursor/skills/nature-paper2ppt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-paper2ppt", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Tai609/NebulaMat.git --path runtime/skills-bundle/nature-paper2ppt--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Tai609/NebulaMat --skill nature-paper2ppt -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Tai609/NebulaMat nature-paper2ppt --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tai609/NebulaMat.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/runtime/skills-bundle/nature-paper2ppt .gemini/skills/nature-paper2ppt && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "nature-paper2ppt" agent skill from https://github.com/Tai609/NebulaMat/tree/main/runtime/skills-bundle/nature-paper2ppt into .gemini/skills/nature-paper2ppt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-paper2ppt", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Tai609/NebulaMat nature-paper2pptInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Tai609/NebulaMat --skill nature-paper2ppt -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Tai609/NebulaMat.git skills-src && mkdir -p .github/skills && cp -r skills-src/runtime/skills-bundle/nature-paper2ppt .github/skills/nature-paper2ppt && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "nature-paper2ppt" agent skill from https://github.com/Tai609/NebulaMat/tree/main/runtime/skills-bundle/nature-paper2ppt into .github/skills/nature-paper2ppt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-paper2ppt", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Tai609/NebulaMat --skill nature-paper2ppt -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Tai609/NebulaMat nature-paper2ppt --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tai609/NebulaMat.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/runtime/skills-bundle/nature-paper2ppt .opencode/skills/nature-paper2ppt && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "nature-paper2ppt" agent skill from https://github.com/Tai609/NebulaMat/tree/main/runtime/skills-bundle/nature-paper2ppt into .opencode/skills/nature-paper2ppt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-paper2ppt", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
nature-paper2ppt- GitHub stars
- 100
- Token cost
- ~1.3k tokens
- SKILL.md length
- 596 words
- Files
- 21 (incl. scripts, references)
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Build a complete Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, figure legends, or reading notes.
- Works in 5 steps: Load the manifest and the core layer → Classify the paper type → Load the matching fragment → …
- Chinese requests such as 论文做PPT、论文汇报、组会PPT、文献汇报、学术汇报、做幻灯片、读书报告PPT
- SKILL.md covers Routing protocol and Why this split
- Runs Python scripts from its folder
What it does
Nature Paper2ppt is an agent skill from Tai609/NebulaMat. Build a complete Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, figure legends, or reading notes. Use for journal club, group meeting, thesis seminar, paper sharing, conference or defense decks, and Chinese requests such as 论文做PPT、论文汇报、组会PPT、文献汇报、学术汇报、做幻灯片、读书报告PPT. It classifies paper type, builds an evidence-led story, selects key figures, writes Chinese slide content and speaker notes, creates the actual .pptx, and runs corrective QA for complete figure crops…
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 26 other files, including scripts and reference files (for example `README.md`, `README_EN.md` and `agents/openai.yaml`).
It sits in Documents & Office, covering PowerPoint presentations, Slides and decks and Academic paper search. It works with Microsoft PowerPoint. The repository describes itself as: NebulaMat scientific materials research workbench.
When your agent uses it
- Chinese requests such as 论文做PPT、论文汇报、组会PPT、文献汇报、学术汇报、做幻灯片、读书报告PPT
- Improving weak paper-to-PPT output with cropped figures
- Loose alignment
- Obvious AI-style wording
Example prompts
- “/nature-paper2ppt”
Requirements
- Python 3
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Load the manifest and the core layer
- Classify the paper type
- Load the matching fragment
- Build the deck using the loaded material
- Reach for references only when needed
What it can do on your machine
Read from SKILL.md and the folder at commit c906ed5. 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, from the files we listed), which the agent can run.
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
Nature Paper2ppt loads about 1.3k tokens when it runs, and up to ~7.9k if it reads all its reference files. Until then it costs about 188 tokens; SKILL.md has 596 words of instructions outside code blocks.
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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 596 words (~1,335 tokens).
“This skill is split into two layers:”
- name
- nature-paper2ppt
Files
SKILL.md and 20 other files (scripts, references) in runtime/skills-bundle/nature-paper2ppt of Tai609/NebulaMat.
- SKILL.md
- .nebulamat-managed
- README.md
- README_EN.md
- agents/openai.yaml
- manifest.yaml
- references/design-and-layout.md
- references/figure-assets.md
- references/self-review.md
- scripts/audit_pptx_quality.py
- static/core/output-and-quality.md
- static/core/principles.md
- static/core/toolchain.md
- static/core/workflow.md
- static/fragments/paper_type
- … and 6 more
Open the folder on GitHubat commit c906ed5
Compare with similar skills
Nature Paper2ppt 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Nature Paper2ppt this skillTai609/NebulaMat | 100 | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| Nature Paper2pptjing1312/nature-figure-skill | 171 | — | ~9.5k | Automated safety check: Pass | MIT | |
| Nature Paper2pptCitrus-bit/Anaxa | 120 | 1 repos | ~5.9k | Automated safety check: Pass | MIT | |
| EasyslidesRimagination/easyslides | 138 | — | ~12k | Automated safety check: Pass | MIT | |
| Academic WritingZimoLiao/scholaraio | 577 | — | ~827 | Automated safety check: Pass | MIT | |
| Sci HTMLShZhao27208/Aut_Sci_Write | 209 | — | ~1.4k | Automated safety check: Notes | MIT |
Similar skills
Nature Paper2ppt
Citrus-bit/Anaxa
Build a complete but efficient Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, abstract, figure legends, or reading notes.
Easyslides
Rimagination/easyslides
Use EasySlides to create, distill, edit, review, and export editable academic PPTX presentations, including 蒸馏PPT、提取模板、复用模板和答辩PPT。
Academic Writing
ZimoLiao/scholaraio
A skill your agent uses when the user needs help choosing or organizing an academic-writing workflow by deliverable, stage, or format, including review articles, guided reading, paper sections, PPT…
Sci HTML
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Generate academic presentation-style HTML slide decks and browser reports from PDFs, structured text, Markdown, paper summaries, outlines, or research notes.
Journal Club Ppt
xuzhougeng/wisp-science
A skill your agent uses whenever the user provides a scientific paper PDF and asks for a group-meeting literature report, journal-club slides, 文献汇报PPT, 组会PPT, paper presentation, article…
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Related
Works with
Categories
Questions about Nature Paper2ppt
What does Nature Paper2ppt do?
Build a complete Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, figure legends, or reading notes. Nature Paper2ppt is an agent skill from Tai609/NebulaMat. Build a complete Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, figure legends, or reading notes.
When should I use Nature Paper2ppt?
Nature Paper2ppt fits situations like: chinese requests such as 论文做PPT、论文汇报、组会PPT、文献汇报、学术汇报、做幻灯片、读书报告PPT; improving weak paper-to-PPT output with cropped figures; loose alignment; obvious AI-style wording.
How do I install Nature Paper2ppt in Claude Code?
Run `npx skills add Tai609/NebulaMat --skill nature-paper2ppt -a claude-code`. Or copy the skill folder (runtime/skills-bundle/nature-paper2ppt in Tai609/NebulaMat) into .claude/skills/nature-paper2ppt in your project. Claude Code loads it when a task matches its description.
How do I install Nature Paper2ppt in Codex?
Run `npx skills add Tai609/NebulaMat --skill nature-paper2ppt -a codex`. Or copy the skill folder (runtime/skills-bundle/nature-paper2ppt in Tai609/NebulaMat) into .agents/skills/nature-paper2ppt in your project. Codex loads it when a task matches its description.
Can I use Nature Paper2ppt 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 Tai609/NebulaMat --skill nature-paper2ppt -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nature-paper2ppt, .gemini/skills/nature-paper2ppt, .github/skills/nature-paper2ppt and .opencode/skills/nature-paper2ppt in your project.
What does Nature Paper2ppt need to run?
Going by SKILL.md and its folder, Nature Paper2ppt needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Nature Paper2ppt 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 Nature Paper2ppt 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 Nature Paper2ppt use?
Nature Paper2ppt has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Nature Paper2ppt use?
About 1.3k tokens (SKILL.md is roughly 5.3k 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 6.6k tokens, read only when the agent opens those files.
What are the alternatives to Nature Paper2ppt?
Skills that share tags, products or a category with Nature Paper2ppt: Nature Paper2ppt (jing1312/nature-figure-skill, 171 stars), Nature Paper2ppt (Citrus-bit/Anaxa, 120 stars), Easyslides (Rimagination/easyslides, 138 stars) and Academic Writing (ZimoLiao/scholaraio, 577 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Nature Paper2ppt?
Tai609 (a GitHub user) maintains it in Tai609/NebulaMat, which has 100 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on September 6, 2026.
Source: Tai609/NebulaMat on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.