MLOps Initialization

Goal

To initialize a robust, production-ready MLOps project structure using the modern Python toolchain (uv), industry-standard version control (git), a shared task runner (mise), and a configured development environment (VS Code). This skill ensures reproducibility, collaboration, and high code quality from day one.

Prerequisites

• Language: Python 3.14 (latest stable)
• Manager: uv (replaces pip, venv, poetry, pyenv)
• Tasks: mise (replaces make/just, and pins the toolchain)
• VCS: Git
• IDE: VS Code (recommended)

Instructions

1. System & Toolchain Verification

Before modifying files, verify that the essential tools are available.