hops-reqs

What problem does it solve?

This Skill addresses the challenge of defining a comprehensive ML system specification, simplifying the process of creating and implementing feature, training, and inference pipelines.

Core Features & Use Cases

• System Specification: Decompose the ML system into feature, training, and inference pipelines, facilitating a structured development process.
• Feature and Training Pipelines: Identify and manage data sources, feature engineering, and model training steps.
• Inference Pipelines: Define batch or online inference systems for model deployment and real-time predictions.
• Use Case: For a project manager seeking to create a robust ML system, this Skill generates a detailed specification that outlines the system's components and their interdependencies.

Quick Start

Invoke the hops-reqs skill to initiate the process of designing your ML system specification.