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Jupyter Helper
作者
loutai0307-prog
· GitHub ↗
· v1.0.0
· MIT-0
79
总下载
0
收藏
1
当前安装
1
版本数
在 OpenClaw 中安装
/install jupyter-helper
功能描述
Manage and optimize Jupyter notebooks. Use when converting notebooks, extracting code cells, running notebooks headlessly, exporting to PDF/HTML, or debuggin...
使用说明 (SKILL.md)
Jupyter Helper
Manage and optimize Jupyter notebooks. Use when converting notebooks, extracting code cells, running notebooks headlessly, exporting to PDF/HTML, or debuggin...
Triggers on
jupyter notebook, convert notebook, ipynb to python, extract code cells, run notebook, clear outputs, notebook info
When to Use
- Working with jupyter helper and need quick reference
- Looking up general standards or best practices for jupyter helper
- Troubleshooting jupyter helper issues
- Need a checklist or guide for jupyter helper tasks
Commands
intro
scripts/script.sh intro
Overview and background
theory
scripts/script.sh theory
Core theory and principles
methods
scripts/script.sh methods
Methods and techniques
tools
scripts/script.sh tools
Tools and software
standards
scripts/script.sh standards
Standards and protocols
experiments
scripts/script.sh experiments
Practical experiments and labs
glossary
scripts/script.sh glossary
Key terminology
references
scripts/script.sh references
Further reading and references
help
scripts/script.sh help
version
scripts/script.sh version
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安全使用建议
This skill appears to do what it says: convert, extract, clean, inspect, and run Jupyter notebooks using a bundled shell script. Before installing or running it, note two things: (1) the package metadata does not list its real runtime dependencies — you need python3 and the nbconvert package (install with pip install nbconvert, plus nbconvert[webpdf] for PDF support); (2) the run command executes notebooks headlessly, which will run any code inside the notebook — do not run untrusted notebooks. Recommended precautions: run the tool inside a controlled environment (virtualenv, container, or sandbox), review notebooks before executing, and install nbconvert from a trusted source. If you need the skill to declare its dependencies, ask the publisher to add python3/nbconvert to the registry metadata.
功能分析
Type: OpenClaw Skill
Name: jupyter-helper
Version: 1.0.0
The skill bundle provides legitimate Jupyter notebook management utilities, including conversion, code extraction, headless execution, and metadata inspection. While the SKILL.md file contains a mismatched 'Commands' section that lists theoretical topics (e.g., 'theory', 'methods') instead of the actual script functions (e.g., 'convert', 'run'), this appears to be a documentation template error rather than a malicious attempt to deceive. The bash script (scripts/script.sh) and its embedded Python logic are functional, use standard libraries (nbconvert, json), and contain no evidence of data exfiltration, persistence, or harmful instructions.
能力评估
Purpose & Capability
The skill's name/description match the provided scripts: converting, extracting, cleaning, inspecting, and executing notebooks. However, the metadata declares no required binaries while the script clearly requires python3 and the nbconvert module — a documentation/metadata omission (these dependencies are appropriate for the stated purpose, but they are not declared).
Instruction Scope
SKILL.md tells the agent to run scripts/script.sh with specific commands and arguments. The script operates only on local notebook files passed as arguments and does not access unrelated system files, environment variables, or external endpoints. It does perform execution of notebooks (cmd_run), which intentionally runs arbitrary code contained in the notebook — expected for this tool but a security-sensitive operation.
Install Mechanism
No install spec (instruction-only with an included script) — nothing is downloaded or installed automatically by the skill. The risk is low because no external installers or network downloads are performed by the skill package itself.
Credentials
The skill declares no environment variables or credentials and the code does not read any secrets or external credentials. It only reads/writes files specified on the command line (not hidden config or auth files).
Persistence & Privilege
always is false and the skill does not request persistent or elevated placement. It does not modify other skills or system-wide configuration; normal autonomous invocation is permitted (default).
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install jupyter-helper - 安装完成后，直接呼叫该 Skill 的名称或使用
/jupyter-helper触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release
元数据
常见问题
Jupyter Helper 是什么？
Manage and optimize Jupyter notebooks. Use when converting notebooks, extracting code cells, running notebooks headlessly, exporting to PDF/HTML, or debuggin... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 79 次。
如何安装 Jupyter Helper？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install jupyter-helper」即可一键安装，无需额外配置。
Jupyter Helper 是免费的吗？
是的，Jupyter Helper 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Jupyter Helper 支持哪些平台？
Jupyter Helper 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Jupyter Helper？
由 loutai0307-prog（@loutai0307-prog）开发并维护，当前版本 v1.0.0。
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