model-development
CommunityML model development standards and lifecycle.
Authorwilliamzujkowski
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Teams struggle with reproducible model development, evaluation, and deployment in ML environments.
Core Features & Use Cases
- Best practices for model lifecycle, evaluation, governance, and reproducibility
- Integration with data pipelines and monitoring
- Use case: plan end-to-end model development for a new project.
Quick Start
Outline a simple model development plan including data splitting, training, and evaluation steps.
Dependency Matrix
Required Modules
None requiredComponents
scriptsresourcestemplates
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: model-development Download link: https://github.com/williamzujkowski/standards/archive/main.zip#model-development Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.