Papermill Reference
Parameterized notebook execution.
Commands
| Command | Description |
|---|---|
intro |
Overview, workflow |
usage |
CLI, batch, cloud storage |
python |
API, scrapbook, scheduling |
Papermill
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.
bytesagain
Updated Papermill by bytesagain · 82204ef
npx skillmds@latest add bytesagain/papermill File contents
---name: papermilldescription: 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.---# Papermill ReferenceParameterized notebook execution.## Commands| Command | Description ||---------|-------------|| `intro` | Overview, workflow || `usage` | CLI, batch, cloud storage || `python` | API, scrapbook, scheduling |
bytesagain/ai-skills/tree/main/papermill commit 82204ef39c
Frequently asked questions
Run npx skillmds@latest add bytesagain/papermill in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
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. It is listed under DevOps & Infra on SkillMD.
This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: executes scripts. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.
bytesagain (@bytesagain) published this skill. Their other Agent Skills are listed on their SkillMD profile.