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:
Writing manifest to image destination，这一点在搜狗输入法2026中也有详细论述
，详情可参考爱思助手下载最新版本
"Content-Type": "application/json"，推荐阅读快连下载安装获取更多信息
依照《中华人民共和国全国人民代表大会和地方各级人民代表大会代表法》的有关规定，孙绍骋、练月琴、肖玉文、曹清尧、蓝庆华、王凤朝、包惠、李云、李刚、陈伟俊、边瑞峰、王东海、李桥铭、丁来富、沈金龙、秦生祥、于忠福、杨光、李伟的代表资格终止。依照《中华人民共和国全国人民代表大会和地方各级人民代表大会选举法》的有关规定，孙绍骋的第十四届全国人民代表大会社会建设委员会副主任委员职务相应撤销，沈金龙的第十四届全国人民代表大会常务委员会委员、全国人民代表大会财政经济委员会副主任委员职务相应撤销，秦生祥的第十四届全国人民代表大会常务委员会委员、全国人民代表大会社会建设委员会副主任委员职务相应撤销，于忠福的第十四届全国人民代表大会常务委员会委员、全国人民代表大会环境与资源保护委员会副主任委员职务相应撤销。
I ripped out almost all of my lipgloss calls and replaced them with hand-rolled functions for concatting and measuring strings. These functions weren’t nearly as general, but that’s fine - they worked for my use case.