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Papermill parameterized Jupyter notebook execution reference. Run notebooks with different parameters for batch experiments, scheduled reports, and ML sweeps. Covers CLI, YAML params, cloud storage (S3/GCS), Python API, scrapbook result collection, and Airflow/cron scheduling.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/bytesagain/ai-skills --skill papermill命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
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正在显示 SKILL.md
| name | papermill |
| version | 1.0.0 |
| description | Papermill parameterized Jupyter notebook execution reference. Run notebooks with different parameters for batch experiments, scheduled reports, and ML sweeps. Covers CLI, YAML params, cloud storage (S3/GCS), Python API, scrapbook result collection, and Airflow/cron scheduling. |
| author | BytesAgain |
| homepage | https://bytesagain.com |
| source | https://github.com/bytesagain/ai-skills |
| tags | ["papermill","jupyter","notebook","automation","batch","ml"] |
Parameterized notebook execution.
| Command | Description |
|---|---|
intro | Overview, workflow |
usage | CLI, batch, cloud storage |
python | API, scrapbook, scheduling |
