This is a Chinese-language technical book (mdbook format) that reverse-analyzes Claude Code to understand its AI coding agent implementation. The book covers Agent Loop architecture, tool execution orchestration, system/tool prompts, token budget management, permission systems, multi-agent orchestration, and skills frameworks. It targets engineers building AI coding assistants, agent frameworks, and model tool-calling platforms.