阿里妹导读文章首先拆解了上下文工程的五大最佳实践模式（状态管理、渐进式上下文、结构化输出、模版程序、多步处理），并深入对比了 Skill 与 Subagent 在上下文管理机制上的本质差异。背景2025 年 AI 辅助编程领域经历了多次里程碑式的快速发展。Vibe Coding在 2025 年 2 月，Andrej Karpathy 提出 Vibe Coding ...

Skills在编程场景中的"平淡表现"有着深层次的原因。最根本的一点是：Claude Code本身就是为编程设计的专用工具。 它内置的函数和能力已经针对编程场景进行了深度优化，能够直接理解代码结构、调用关系、类型系统等编程特有的概念。在这个基础上，再添加一层Skills抽象反而显得多余。

Claude Code Skills 2.0 adds evals plus benchmark test sets; changes target skill reliability as models update over time.

What if the very skill that powers our digital world, coding, was at risk of becoming obsolete? With the rapid rise of artificial intelligence (AI) automating tasks once reserved for human programmers ...

Software developer and data scientist roles will be in high-demand in the coming decade. If you didn't graduate with a related degree, there are plenty of ways to learn how to code. Join a developer ...

As a language model, ChatGPT is primarily used for natural language processing tasks such as text generation and language understanding. While it can be used to generate code samples, it’s not ...

This article explains the real business impact, from faster experimentation and better decision-making and responsibilities, guardrails, and roles for engineering teams.

In our rapidly digitizing world, the skill set required for success is evolving just as quickly. Among these emerging essential skills, coding stands out as a critical competency for the next ...