agent-native-architecture

SKILL.md

Software agents work reliably now. Claude Code demonstrated that an LLM with access to bash and file tools, operating in a loop until an objective is achieved, can accomplish complex multi-step tasks autonomously.

The surprising discovery: a really good coding agent is actually a really good general-purpose agent. The same architecture that lets Claude Code refactor a codebase can let an agent organize your files, manage your reading list, or automate your workflows.

The Claude Code SDK makes this accessible. You can build applications where features aren't code you write—they're outcomes you describe, achieved by an agent with tools, operating in a loop until the outcome is reached.

构建让代理成为一等公民的应用程序。在设计自主代理、创建 MCP 工具、实现自我修改系统或构建应用程序时使用此技能，其中功能是由代理在循环中运行所实现的结果。 来源：8b-is/8b-is-mp。

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