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一位开发者用一个叫`ai-codex`的脚本来解决这个问题。逻辑很简单：提前把项目结构扫描一遍，生成五个压缩后的Markdown文件，分别记录API路由、页面树、库导出、数据库schema和组件索引。在CLAUDE.md里加一行声明，让Claude每 ...

Mozilla正在开发开源项目cq，旨在为AI代理提供发现和分享集体知识的平台。该项目解决了代理重复遇到相同问题、造成不必要工作和token消耗的痛点。cq采用三层知识架构：本地、组织和全球公共层，知识单元从低置信度开始，随着其他代理或人类确认而提升可信度。项目面临内容投毒和提示注入等安全挑战，Mozilla计划通过异常检测、多样性要求和人工验证等机制应对。