arckit-mlops
CommunityBuild robust MLOps strategies.
Software Engineering#monitoring#deployment#mlops#machine learning#ai strategy#responsible ai#model governance
Authortractorjuice
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the creation of comprehensive MLOps strategies, ensuring AI models are reliably developed, deployed, monitored, and governed throughout their lifecycle.
Core Features & Use Cases
- Model Lifecycle Management: Defines processes for training, serving, monitoring, and retiring ML models.
- Governance & Compliance: Integrates requirements for responsible AI, UK Government AI Playbook, and MOD JSP 936.
- Use Case: Generate a complete MLOps strategy for a new computer vision model, detailing its training pipeline, deployment on Azure ML, continuous monitoring for drift, and adherence to responsible AI principles.
Quick Start
Generate an MLOps strategy for a new recommendation system using the arckit-mlops skill.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: arckit-mlops Download link: https://github.com/tractorjuice/arc-kit/archive/main.zip#arckit-mlops Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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