ClaudSkills / Science & Research / science-misc

Azureml Scaffolding

Q: What is a Claude Code skill and how does the Azureml Scaffolding skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Azureml Scaffolding is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Science & Research · Sub-category: science-misc · Last updated: 2026-09-28

lang:python type:generator

Scaffold, structure, and manage AI/ML projects that run on AzureML. Covers project initialization (uv workspaces, devcontainers, Makefile), Python packaging with explicit dependencies, local and cloud execution, experiment reproducibility, and extensibility patterns (pipelines, datasets, linting). Use this skill whenever the user asks to create, modify, run, test, or deploy an AzureML-based ML project — or when they need guidance on project layout, dependency management, or cloud job submission with Azure Machine Learning.

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

A battle-tested structure for AI projects that require reproducible experimentation, leveraging AzureML for cloud execution. It ensures reproducibility from day one without sacrificing the path to production — and without breaking the ability to keep experimenting once you're there. Code, environments, specs, and dependencies are wired so that what runs locally runs on [AzureML][aml], with no surprises.

What this skill does

Azureml Scaffolding is a community-contributed Claude Code skill in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/azureml-scaffolding/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Azureml Scaffolding Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 213,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/azureml-scaffolding
curl -L https://claudskills.com/skills/azureml-scaffolding/SKILL.md \
  -o ~/.claude/skills/azureml-scaffolding/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/azureml-scaffolding/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/azureml-scaffolding/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\azureml-scaffolding\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Azureml Scaffolding Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/azureml-scaffolding/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Azureml Scaffolding skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Azureml Scaffolding skill?

Use Azureml Scaffolding when your Claude Code task falls under the Science & Research category — specifically in the science misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Azureml Scaffolding" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the Azureml Scaffolding skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Azureml Scaffolding is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/ASI2030/kilo-marketplace/blob/HEAD/skills/azureml-scaffolding/SKILL.md
License: Apache-2.0
Author: ASI2030

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

ASI2030. (2026). Azureml Scaffolding [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/azureml-scaffolding/

BibTeX

@misc{azureml-scaffolding-2026,
  author    = {ASI2030},
  title     = {Azureml Scaffolding [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/azureml-scaffolding/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

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Security scan

Grade A · scanned 2026-11-01 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/azureml-scaffolding/#security)

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Browse all Science & Research skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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