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:
首个蜜雪冰城主题公园拟选址出炉
，推荐阅读heLLoword翻译官方下载获取更多信息
new ReadableStream({，这一点在旺商聊官方下载中也有详细论述
"I hope my post brings awareness to the skiing community to ski with a friend," Schmidt said. "You never know where you're going to be."
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