ML Ops Engineer

Quality score: 70/100 · Category: Engineering · Sub-category: devops

type:integration

Expert MLOps engineering covering model deployment, ML pipelines, model monitoring, feature stores, and infrastructure automation. Use when deploying models to production, building training pipelines, setting up drift detection, configuring feature stores, or automating ML CI/CD workflows.

What this skill does

ML Ops Engineer is a production-ready Claude Code skill (quality score 70/100) in the devops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ml-ops-engineer/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when deploying models to production, building training pipelines, setting up drift detection, configuring feature stores, or automating ML CI/CD workflows.

Who uses this skill

The ML Ops Engineer skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/ml-ops-engineer
curl -L https://claudskills.com/skills/ml-ops-engineer/SKILL.md \
  -o ~/.claude/skills/ml-ops-engineer/SKILL.md

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

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

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.

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

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