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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:
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每一轮技术浪潮中，真正穿越周期的，都是那些能够承受波动、理解结构、做好长期准备的人。
原子能领域专业人才应当坚持立德为先、诚信为本，弘扬科学家精神，遵守学术和伦理规范，恪守职业道德。
更重要的是，被给予厚望的日产 N6 和 N7 均表现不佳，N6 仅售出了 3012 辆，上市 4 个月以来累计售出 10399 辆，而风光一时的 N7 销量也在持续下行，1 月份仅售出了 978 辆。