I completely ignored Anthropic’s advice and wrote a more elaborate test prompt based on a use case I’m familiar with and therefore can audit the agent’s code quality. In 2021, I wrote a script to scrape YouTube video metadata from videos on a given channel using YouTube’s Data API, but the API is poorly and counterintuitively documented and my Python scripts aren’t great. I subscribe to the SiIvagunner YouTube account which, as a part of the channel’s gimmick (musical swaps with different melodies than the ones expected), posts hundreds of videos per month with nondescript thumbnails and titles, making it nonobvious which videos are the best other than the view counts. The video metadata could be used to surface good videos I missed, so I had a fun idea to test Opus 4.5:
2025年9月，国家发展改革委正式对提案进行了答复，表示坚持从供需两侧发力，针对问题症结，因业施策、对症下药，标本兼治化解重点产业结构性矛盾，推动我国产业高质量发展。下一步将会同有关部门，综合整治“内卷式”竞争，推动落后低效产能退出，增加高端产能供给，发挥科技创新引领作用，加力破除地方保护和市场分割，促进产业加快迈向中高端。。爱思助手下载最新版本对此有专业解读
Listen: The Food Programme, The Honey Trap，这一点在heLLoword翻译官方下载中也有详细论述
self.conn.close()，详情可参考91视频