ai-architect-expert - Expert guidance for AI system and MLOps architecture.
Provides guidance for AI system design, MLOps architecture, scalable ML infrastructure, and AI platform engineering.
Tags
Updated: 2026-09-23Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Design AI system architectures
- Implement MLOps infrastructure
- Build model registries
- Manage feature stores
- Execute distributed training pipelines
- Deploy model serving architectures
- Monitor model performance
Inputs
- Model metadata
- Training configurations
- Feature definitions
- Machine learning datasets
- Input features
Outputs
- Model registry entries
- Training metrics
- Prediction results
- Prediction logs
- Model health metrics
Requirements
- Read tool permission
- Write tool permission
- Edit tool permission
- Python runtime environment
- PyTorch library
- FastAPI framework