构建自己的 AI 驱动 CLI 助手：超越 Copilot

The winners of GitHub Copilot's CLI challenge demonstrated the immense potential of AI to enhance productivity in terminals. While Copilot is a powerful tool, it represents a closed ecosystem. Building a personalized assistant that integrates with individual workflows, utilizes preferred models, and operates on personal terms allows users to transition from consumers of AI tools to creators, unlocking unparalleled customization and deeper technical understanding. This guide walks users through the process of creating a foundational, locally runnable AI CLI assistant in Python, moving beyond simple command generation to develop a tool capable of contextual understanding of projects and executing safe, approved actions.