Model Deployment
Helps with data modeling, deployment as part of automating DevOps pipelines and CI/CD workflows workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add pluginagentmarketplace-model-deployment npx -- -y @trustedskills/pluginagentmarketplace-model-deployment
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"pluginagentmarketplace-model-deployment": {
"command": "npx",
"args": [
"-y",
"@trustedskills/pluginagentmarketplace-model-deployment"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill automates the deployment of AI models to various platforms. It handles tasks like containerization, infrastructure provisioning, and model serving configuration. The goal is to streamline the process of making trained models accessible for inference and real-world applications.
When to use it
- Deploying a newly trained machine learning model to a production environment.
- Scaling existing AI services by automating deployment processes.
- Creating reproducible deployments across different environments (e.g., development, staging, production).
- Managing multiple models and their versions in a consistent manner.
Key capabilities
- Automated containerization of models.
- Infrastructure provisioning for model serving.
- Configuration management for deployment targets.
- Model versioning and rollback support.
Example prompts
- "Deploy my 'sentiment-analysis' model to AWS SageMaker."
- "Create a Kubernetes deployment for the 'image-classifier' model, using Docker image version 2.1."
- “Rollback the ‘fraud-detection’ model to version 1.3.”
Tips & gotchas
This skill requires familiarity with cloud platforms and containerization technologies like Docker and Kubernetes. Ensure your model is packaged correctly for deployment before initiating a deployment process.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.