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:
五六年前，她就被一个理财骗局卷走了5万元，也是她在网上看到一个名为“理财羊”的项目，对方用“羊群效应”、“稳赚不赔”等话术包装，在没有与我商量的情况下，分几次投入了共计5万元，不到半年，那个所谓的理财平台便无法打开了。。safew官方版本下载对此有专业解读
医药行业从来没有永恒的白马，只有不断创新的强者。。业内人士推荐搜狗输入法2026作为进阶阅读
Relationship satisfaction in the data wasn't primarily about money or romance; it was about "intimate couple knowledge" and its expression in daily life.。服务器推荐对此有专业解读
Limitations of probing field-induced response with STM