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Diaugeia/paper-glance-skill
📄 A Claude skill for comprehensive academic paper analysis — deep reports, mind maps, peer review, and promo scripts.
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.
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SKILL.md
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 58b8dac14e8f
No earlier version was observed for comparison.
106GitHub stars
0stars in 7 days
1skill in this repository
0commits in 30 days
Heat
0.3- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
30-day change not yet available: not enough history.
Individual skills in this repository
How it works
paper-glance
When your agent uses it
论文全能处理工具。每当用户上传论文 PDF、粘贴论文文本/摘要，或提到"论文"、"paper"、"文献"、"arxiv"时必须使用此 skill。功能包括：深度分析报告、思维导图、审稿意见、宣传推广脚本、播客音频生成。即使用户只说"帮我看这篇论文"或直接上传 PDF 也必须触发。
What it loads into context
Frontmatter
107 tokensAlways available to the agent
SKILL.md
919 tokensWhen the skill is activated
Reference documents
11,045 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 第一步：前置检查
- 第二步：理解论文
- 第三步：展示菜单，询问用户
- 第四步：执行对应模块
Files
README.mddoc7,159 bytesREADME_EN.mddoc6,696 bytesSKILL.mdcore3,180 bytesmodules/01_analysis.mddoc2,513 bytesmodules/02_mindmap.mddoc1,852 bytesmodules/03_review.mddoc3,029 bytesmodules/04_promo.mddoc3,945 bytesmodules/05_podcast.mddoc10,051 bytesshared/paper_core.mddoc4,812 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- paper-glance
Repository facts
- License
- No license detected
- Created
- Mar 7, 2026
- Last pushed
- Jul 8, 2026
- Forks
- 9
- Open issues
- 0
- Project activity
- Slowing
Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 4, 2026
- No broad tool permissions
- 1 dangerous shell commandin 1 file: modules/05_podcast.md:42
- 27 network referencesin 3 files: README.md:5 README_EN.md:5 modules/05_podcast.md:40
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- No access to secrets
- No requests to vote in Hot
Show all 28 signals by file
README.md
- Network accessline 5
[](https://opensource.org/licenses/MIT) - Network accessline 6
[](https://claude.ai) - Network accessline 7
[](https://claude.ai) - Network accessline 38
> 1-4 功能无需 MCP；5 号播客在未连接 [TTS MCP](https://github.com/CatVinci-Studio/better-tts-mcp) 时会自动降级为纯文字脚本。 - Network accessline 58
git clone https://github.com/CatVinci-Studio/paper-glance-skill.git - Network accessline 122
### 2 · 🧠 思维导图 默认生成放射状**思维导图**，展示论文整体结构（问题→方法→实验→贡献→局限）。生成后可选择追加**方法流程图**（Pipeline），展示数据流向。两者均为标准 Mermaid 代码，在 Claude 对话窗口内直接渲染，也可复制到 [mermaid.live](https://mermaid.live) 继续编辑。 - Network accessline 123
默认生成放射状**思维导图**，展示论文整体结构（问题→方法→实验→贡献→局限）。生成后可选择追加**方法流程图**（Pipeline），展示数据流向。两者均为标准 Mermaid 代码，在 Claude 对话窗口内直接渲染，也可复制到 [mermaid.live](https://mermaid.live) 继续编辑。 - Network accessline 150
- TTS 项目链接：`https://github.com/CatVinci-Studio/better-tts-mcp` - Network accessline 181
**Q：思维导图显示不出来？** 确保使用 Claude Desktop 最新版本。Mermaid 渲染依赖客户端支持，也可以将代码复制到 [mermaid.live](https://mermaid.live) 查看。 - Network accessline 182
确保使用 Claude Desktop 最新版本。Mermaid 渲染依赖客户端支持，也可以将代码复制到 [mermaid.live](https://mermaid.live) 查看。 - Network accessline 187
**Q：播客功能为什么没生成 MP3？** 通常是因为未连接 TTS MCP。此时 Skill 会自动降级为文字脚本模式。按以下项目安装并连接后即可直接生成音频：`https://github.com/CatVinci-Studio/better-tts-mcp` - Network accessline 188
通常是因为未连接 TTS MCP。此时 Skill 会自动降级为文字脚本模式。按以下项目安装并连接后即可直接生成音频：`https://github.com/CatVinci-Studio/better-tts-mcp`
README_EN.md
- Network accessline 5
[](https://opensource.org/licenses/MIT) - Network accessline 6
[](https://claude.ai) - Network accessline 7
[](https://claude.ai) - Network accessline 38
> Features 1-4 do not require MCP. Feature 5 falls back to text-only script mode when [TTS MCP](https://github.com/CatVinci-Studio/better-tts-mcp) is unavailable. - Network accessline 58
git clone https://github.com/CatVinci-Studio/paper-glance-skill.git - Network accessline 122
### 2 · 🧠 Mindmap Generates a radial mindmap by default (problem -> method -> experiments -> contributions -> limitations). You can also request a method pipeline diagram. Both are standard Mermaid and can be edited in [mermaid.live](https: - Network accessline 123
Generates a radial mindmap by default (problem -> method -> experiments -> contributions -> limitations). You can also request a method pipeline diagram. Both are standard Mermaid and can be edited in [mermaid.live](https://mermaid.live). - Network accessline 148
- TTS project: `https://github.com/CatVinci-Studio/better-tts-mcp` - Network accessline 179
**Q: Mermaid mindmap does not render in my client.** Use the latest Claude Desktop version, or copy Mermaid code to [mermaid.live](https://mermaid.live). - Network accessline 180
Use the latest Claude Desktop version, or copy Mermaid code to [mermaid.live](https://mermaid.live). - Network accessline 182
**Q: Why wasn't MP3 generated for podcast mode?** TTS MCP is likely not connected. In that case the skill falls back to script-only mode. Install and connect: `https://github.com/CatVinci-Studio/better-tts-mcp` - Network accessline 183
TTS MCP is likely not connected. In that case the skill falls back to script-only mode. Install and connect: `https://github.com/CatVinci-Studio/better-tts-mcp`
modules/05_podcast.md
- Network accessline 40
> 没有输出？运行以下命令安装： > ```bash > curl -LsSf https://astral.sh/uv/install.sh | sh - Network accessline 41
> ```bash > curl -LsSf https://astral.sh/uv/install.sh | sh > ``` - Dangerous shell operationline 42
> curl -LsSf https://astral.sh/uv/install.sh | sh - Network accessline 42
> curl -LsSf https://astral.sh/uv/install.sh | sh
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.
Signal confidence: 28 facts
- Network access in prose of documentationREADME.md:5Low confidence
- Network access in prose of documentationREADME.md:6Low confidence
- Network access in prose of documentationREADME.md:7Low confidence
- Network access in prose of documentationREADME.md:38Low confidence
- Network access in code of documentationREADME.md:58Low confidence
- Network access in prose of documentationREADME.md:122Low confidence
- Network access in prose of documentationREADME.md:123Low confidence
- Network access in prose of documentationREADME.md:150Low confidence
- Network access in prose of documentationREADME.md:181Low confidence
- Network access in prose of documentationREADME.md:182Low confidence
- Network access in prose of documentationREADME.md:187Low confidence
- Network access in prose of documentationREADME.md:188Low confidence
- Network access in prose of documentationREADME_EN.md:5Low confidence
- Network access in prose of documentationREADME_EN.md:6Low confidence
- Network access in prose of documentationREADME_EN.md:7Low confidence
- Network access in prose of documentationREADME_EN.md:38Low confidence
- Network access in code of documentationREADME_EN.md:58Low confidence
- Network access in prose of documentationREADME_EN.md:122Low confidence
- Network access in prose of documentationREADME_EN.md:123Low confidence
- Network access in prose of documentationREADME_EN.md:148Low confidence
- Network access in prose of documentationREADME_EN.md:179Low confidence
- Network access in prose of documentationREADME_EN.md:180Low confidence
- Network access in prose of documentationREADME_EN.md:182Low confidence
- Network access in prose of documentationREADME_EN.md:183Low confidence
- Network access in prose of documentationmodules/05_podcast.md:40Low confidence
- Network access in prose of documentationmodules/05_podcast.md:41Low confidence
- Dangerous shell operation in prose of documentationmodules/05_podcast.md:42Low confidence
- Network access in prose of documentationmodules/05_podcast.md:42Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md 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.
