#663 by GitHub stars
zsyggg/paper-craft-skills
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
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
View weekly changes
skills/paper-analyzer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Local scripts
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skills/paper-comic/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
3be47a2a53cc → 3be47a2a53cc
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 3be47a2a53cc
No earlier version was observed for comparison.
skills/paper-deck/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
3be47a2a53cc → 3be47a2a53cc
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 3be47a2a53cc
No earlier version was observed for comparison.
Heat
6.1- Star growth, last 7 daysAhead of 91% of tracked repositories
- Star growth, last 24 hoursAhead of 91% of tracked repositories
- Rank movement, last 7 daysAhead of 51% of tracked repositories
- Commits, last 30 daysAhead of 0% of tracked repositories
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekAhead of 0% of tracked repositories
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
Individual skills in this repository
- paper-analyzer
skills/paper-analyzer - paper-comic
skills/paper-comic - paper-deck
skills/paper-deck
How it works
paper-analyzer
When your agent uses it
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。
What it loads into context
Frontmatter
64 tokensAlways available to the agent
SKILL.md
3,811 tokensWhen the skill is activated
Reference documents
1,588 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 快速使用
- 强制工作流(每一步必须执行,不可跳过)
- 三风格详细要求
- HTML 输出模板
- 自我审查清单(Round 6)
- 参考文件
Scripts executed separately
scripts/extract_paper_info.pyscripts/generate_html.py
Files
SKILL.mdcore11,979 bytescover-prompt-simple.txtdoc767 bytescover-prompt.mddoc1,068 bytesscripts/extract_paper_info.pyruns3,669 bytesscripts/generate_html.pyruns3,963 bytesstyles/academic.mddoc1,054 bytesstyles/concise.mddoc949 bytesstyles/storytelling.mddoc1,026 bytesstyles/with-code.mddoc735 bytesstyles/with-formulas.mddoc505 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubpaper-comic
When your agent uses it
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。
What it loads into context
Frontmatter
93 tokensAlways available to the agent
SKILL.md
3,620 tokensWhen the skill is activated
Reference documents
2,218 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 与其他技能的本质区别
- 快速开始
- 图片生成:自动检测
- 核心哲学
- 生成前必须确认
- 两种视觉风格
- 工作流程
- 质量标准
- 参考文件
Files
SKILL.mdcore12,215 bytesSKILL.mdcore12,215 bytesreferences/base-prompt.mddoc3,033 bytesreferences/styles/paper-figure.mddoc1,565 bytesreferences/styles/sketchnote.mddoc2,443 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubpaper-deck
When your agent uses it
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。
What it loads into context
Frontmatter
124 tokensAlways available to the agent
SKILL.md
2,948 tokensWhen the skill is activated
Reference documents
3,751 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 不可绕过的生图要求
- 何时使用
- 工作流
- 参考文件
Scripts executed separately
scripts/merge_deck.py
Files
SKILL.mdcore10,690 bytesSKILL.mdcore10,690 bytesreferences/layouts.mddoc2,359 bytesreferences/prompt-template.mddoc2,984 bytesreferences/quality-gate.mddoc1,504 bytesreferences/source-visuals.mddoc2,300 bytesreferences/style-system.mddoc5,831 bytesscripts/merge_deck.pyruns2,575 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- paper-analyzer
- paper-comic
- paper-deck
Repository facts
- License
- No license detected
- Created
- Jan 23, 2026
- Last pushed
- May 29, 2026
- Forks
- 90
- Open issues
- 2
- Project activity
- Slowing
Rank over the last 12 weeks
Now #663 · best #542 · down 50 in 30 days
- #659 from Nov 1 to Nov 2
- #661 on Nov 3
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- #662 on Nov 5
- #660 on Nov 6
- #663 since Nov 7
81 earlier periods
- #553 on Aug 2
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Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 3, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 2 notes
skills/paper-comic/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/paper-deck/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- 11 network referencesin 2 files: paper-analyzer/SKILL.md:15 paper-comic/SKILL.md:25
- No hidden or obfuscated text
- No instruction overrides
- 3 executable scriptsin 3 files: paper-analyzer/scripts/extract_paper_info.py:1 paper-analyzer/scripts/generate_html.py:1 paper-deck/scripts/merge_deck.py:1
- No access to secrets
- No requests to vote in Hot
Show all 14 signals by file
skills/paper-analyzer/SKILL.md
- Network accessline 15
/paper-analyzer https://arxiv.org/abs/2605.07363 - Network accessline 278
</style> <!-- KaTeX --> <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/katex@0.16.9/dist/katex.min.css"> - Network accessline 279
<!-- KaTeX --> <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/katex@0.16.9/dist/katex.min.css"> <script defer src="https://cdn.jsdelivr.net/npm/katex@0.16.9/dist/katex.min.js"></script> - Network accessline 280
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/katex@0.16.9/dist/katex.min.css"> - Network accessline 281
<script defer src="https://cdn.jsdelivr.net/npm/katex@0.16.9/dist/katex.min.js"></script> - Network accessline 282
<script defer src="https://cdn.jsdelivr.net/npm/katex@0.16.9/dist/contrib/auto-render.min.js" - Network accessline 283
onload="renderMathInElement(document.body,{delimiters:[{left:'$$',right:'$$',display:true},{left:'$',right:'$',display:false}]})"></script> <!-- Mermaid --> <script src="https://cdn.jsdelivr.net/npm/mermaid@10/dist/mermaid.min.js"></script> - Network accessline 284
<!-- Mermaid --> <script src="https://cdn.jsdelivr.net/npm/mermaid@10/dist/mermaid.min.js"></script> <script>mermaid.initialize({startOnLoad:true,theme:'default',securityLevel:'loose'});</script> - Network accessline 285
<script src="https://cdn.jsdelivr.net/npm/mermaid@10/dist/mermaid.min.js"></script>
skills/paper-analyzer/scripts/extract_paper_info.py
- Executable scriptline 1
#!/usr/bin/env python3
skills/paper-analyzer/scripts/generate_html.py
- Executable scriptline 1
#!/usr/bin/env python3
skills/paper-comic/SKILL.md
skills/paper-deck/scripts/merge_deck.py
- Executable scriptline 1
#!/usr/bin/env python3
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
Signal confidence: 1 fact
- Network access in code of the SKILL.mdpaper-analyzer/SKILL.md:15High confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skills/paper-analyzer/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skills/paper-analyzer/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/paper-analyzer/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/paper-analyzer/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/paper-analyzer/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/paper-analyzer/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
Add this badge to your README
It updates every night and links to this page.
[](https://hotskills.dev/skill/zsyggg-paper-craft-skills/)