# 规范驱动开发难同步，Claude 生成代码质量堪忧

- 来源：dex (@dexhorthy)
- 发布时间：2026-08-19 22:59
- AIHOT 分数：34
- AIHOT 链接：https://aihot.virxact.com/items/cmt09id1f1698rodplfdjrxq2
- 原文链接：https://x.com/dexhorthy/status/2090091396917248209

## AI 摘要

Dex Horthy 指出，规范驱动开发（spec driven development）试图让所有规范与代码保持同步，实际上是制造了一个新问题，收益有限。他认为，与其压缩“代码库结构和意图”这一动态目标，不如在代码库研究上直接投入 token，因为前者弊大于利。该讨论源于 GitHub spec-kit 相关话题，并提及 Claude 生成内容质量下降。

## 正文

there's a almost-year-old thread about spec driven development which has recently devolved into claude slop but CLEARLY demonstrates how hard it is to try and keep ALL your specs in sync with ALL your code - you basically have just manufactured a new problem that doesn't actually yield that much leverage

(you may save a little bit of time/tokens during research but if you codebase research is dialed in, just spend the tokens my friends - trying to compact the moving target of "what is the structure and intent of this codebase" has enough downsides that its probably not worth the upside)

https://github.com/github/spec-kit/discussions/152#discussioncomment-18080849