CLI

In previous posts, I introduced the concept of Agent Skills and showed how to build an AI-driven development workflow with Claude Code + GitHub Copilot Review. As more products and teams embrace AI Agents, a clear architectural pattern is emerging: API + CLI + Skills. This isn’t a framework or protocol — it’s a pragmatic three-layer architecture that enables any product to become “agent-friendly” quickly.

在之前的文章中，我分別介紹了 Agent Skill 的概念以及如何用 Claude Code + GitHub Copilot Review 打造 AI 驅動的開發流程。隨著越來越多產品和團隊開始擁抱 AI Agent，一個清晰的架構模式正在浮現：API + CLI + Skills。這不是某個框架或協議，而是一種務實的三層架構，讓任何產品都能快速變得「對 Agent 友善」。