📄 中文摘要
AI 编程助手最常见的问题在于它们无法准确理解用户的意图。用户可能只想更改颜色标记，但 AI 却可能重写 CSS 变量、添加切换按钮并重构布局，导致结果与预期相差甚远。OpenSpec 提供了解决方案，在 AI 开始编写代码之前，首先生成一份规范文档，使双方在“做什么”和“如何做”上达成一致，然后根据规范进行实现。这种方法有效地解决了上下文丢失的问题，确保了 AI 能够更准确地执行用户的需求。
OpenSpec：让 AI 编程助手遵循规范，而不仅仅是猜测
出处: OpenSpec: Make AI Coding Assistants Follow a Spec, Not Just Guess
发布: 2026年3月8日
📄 English Summary
OpenSpec: Make AI Coding Assistants Follow a Spec, Not Just Guess
The most common issue with AI coding assistants is their inability to accurately capture user intent. When a user requests a simple change, like adding dark mode, the AI may rewrite CSS variables, add a toggle button, and refactor the layout instead of just changing color tokens. OpenSpec addresses this problem by generating a specification document before the AI begins coding. This ensures both parties align on 'what to do' and 'how to do it', allowing for implementation that adheres to the agreed-upon spec. This approach effectively mitigates context loss and ensures that the AI can execute user requirements more accurately.