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:
简易计税方法的销售额=含税销售额÷（1+征收率）
The workflow begins with identifying the queries you want to track. These are essentially "AIO keywords"—questions that people might ask AI models where your content should ideally appear in the answer. Unlike traditional SEO keywords, which are often short phrases, AIO queries tend to be longer, more conversational questions that reflect how people actually talk to AI assistants.，这一点在safew官方版本下载中也有详细论述
全景可视化：实时监控迁移状态与数据质量
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Pokémon Red and Pokémon Blue Game Music CollectionThe Pokémon event didn't start with the big news of a new game, though. The event began with a new product celebrating the now-iconic music of the Pokémon games.