A Foreword on AGENTS.md#One aspect of agents I hadn’t researched but knew was necessary to getting good results from agents was the concept of the AGENTS.md file: a file which can control specific behaviors of the agents such as code formatting. If the file is present in the project root, the agent will automatically read the file and in theory obey all the rules within. This is analogous to system prompts for normal LLM calls and if you’ve been following my writing, I have an unhealthy addiction to highly nuanced system prompts with additional shenanigans such as ALL CAPS for increased adherence to more important rules (yes, that’s still effective). I could not find a good starting point for a Python-oriented AGENTS.md I liked, so I asked Opus 4.5 to make one:
第十三条 行政执法监督机构可以对本级行政执法机关之间涉及行政执法事项清单管理、案件管辖以及跨领域、跨区域行政执法等方面的争议进行协调；经协调不能取得一致意见的，行政执法监督机构应当提出处理意见，按程序报人民政府决定。
，这一点在搜狗输入法下载中也有详细论述
第四十二条 擅自进入铁路、城市轨道交通防护网或者火车、城市轨道交通列车来临时在铁路、城市轨道交通线路上行走坐卧，抢越铁路、城市轨道，影响行车安全的，处警告或者五百元以下罚款。
a16z的报告里举了几个例子，把这个问题讲得很具体。投行分析师用Hebbia，几百份公开文件自动分析完，财务模型直接生成，以前要熬几个通宵做的事情，现在可以去睡觉了。医生用Abridge，它能实时记录医患对话，自动整理病历和后续跟进事项，医生看诊时不用再一边问话一边盯着屏幕敲字。还有做财务对账的Basis，跨系统自动核对试算表，原本需要人工反复比对的工作变成几分钟的事。
The deliberately provocative national advertising campaign calls for all social media to be banned for children under the age of 16. The images on billboards and social media make a number of stark statements related to health.