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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在此之前，他對二二八的認識很淺薄。劉品佑表示，高中課程有教二二八，但只有一些片段的資訊，沒有太深入的描述，課堂上無法有更多討論，他對於二二八的認識很不立體，只停留在「查緝私菸」和「亂槍掃射」。
。关于这个话题，51吃瓜提供了深入分析
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It gives you an idea of whether a keyword would be，这一点在爱思助手下载最新版本中也有详细论述