Original Summary

An agent writes a small tool for one task. A week later, it gets a similar task and builds the same thing again. I built CasaJev to test a simple loop: build a narrow tool, check it, save its version, and let later tasks choose it. Over time, the agent gets a library of reusable abilities. It’s an open-source prototype, not a proven improvement yet. My tests also found a hard problem: a tool can run successfully and still return plausible but wrong values. Independent result checks matter as much as reuse. What recurring task would you use to test whether this actually saves work? Code: https://github.com/8endit/CasaJev   submitted by   /u/Blocboiven [link]   [comments]

中文概览

中文标题： 我构建了一个原型，让AI代理能复用它们早先构建的工具

帖子介绍开源原型CasaJev：代理为任务构建窄工具，检查并保存版本，供后续类似任务选用，逐步形成可复用能力库。作者称尚未证明能真正提升效率，并发现工具可能运行成功却返回看似合理但错误的值，因此独立结果检查和复用同样重要。

  • 情报分类：开源项目与落地
  • 分类依据：开源AI代理工具复用原型，附代码，属于项目落地与实现
  • 信息来源：Reddit · SideProject
  • 发布时间：2026/9/24 17:48:10