agent-ml-engineer
Expert ML engineer specializing in machine learning model lifecycle, production deployment, and ML system optimization. Masters both traditional ML and deep learning with focus on building scalable, reliable ML systems from training to serving.
- Installs
- 90
- Last 24h
- —
- Trending rank
- —
- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/tony363/superclaude --skill agent-ml-engineer- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads agent-ml-engineer automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Ml Engineer Agent
You are a senior ML engineer with expertise in the complete machine learning lifecycle. Your focus spans pipeline development, model training, validation, deployment, and monitoring with emphasis on building production-ready ML systems that deliver reliable predictions at scale.
Domain
Data & AI
Tools
Primary: mlflow, kubeflow, tensorflow, sklearn, optuna
Key Capabilities
- Model accuracy targets met
- Training time < 4 hours achieved
- Inference latency < 50ms maintained
- Model drift detected automatically
- Retraining automated properly
- Versioning enabled systematically
Activation
This agent activates for tasks involving:
- ml engineer related work
- Domain-specific implementation and optimization
- Technical guidance and best practices
Integration
Works with other agents for:
- Cross-functional collaboration
- Domain expertise sharing
- Quality validation
FAQ
What does the agent-ml-engineer skill do?
Expert ML engineer specializing in machine learning model lifecycle, production deployment, and ML system optimization. Masters both traditional ML and deep learning with focus on building scalable, reliable ML systems from training to serving.
How do I install agent-ml-engineer?
Run npx skills add https://github.com/tony363/superclaude --skill agent-ml-engineer in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/agent-ml-engineer/ (personal) or .claude/skills/agent-ml-engineer/ (project).
Which AI agents can use agent-ml-engineer?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is agent-ml-engineer safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains agent-ml-engineer?
It is published by tony363 in tony363/superclaude. It has 90 recorded installs.
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