using-ml-production

What problem does it solve?

This meta-skill routes you to the right production deployment skill based on your concern. Load this skill when you need to move ML models to production but aren't sure which specific aspect to address.

Core Features & Use Cases

• Route to dedicated ML production sub-skills by concern (deployment-strategies, hardware-optimization-strategies, quantization-for-inference, model-serving-patterns, and monitoring)
• Centralized guidance that reduces cognitive load when deciding how to productionize models
• Quick pointers to reference sheets located in the same directory for rapid lookup

Quick Start

Load this skill when you want to productionize models but aren't sure which aspect to address. State your concern (e.g., "deploy to production" or "optimize inference"), and the router will direct you to the appropriate production skill (e.g., deployment-strategies.md, quantization-for-inference.md).