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:
Manus 的生成质量优于豆包。它不仅根据主题采用了 Anthropic 公司的经典配色，还智能地抓取了推特原文截图放入幻灯片中！
But later Thursday, during her cross-examination, Kaley did agree that her mother was being physically and emotionally abusive during the time that she was self-harming around when she was in the 6th grade.。业内人士推荐搜狗输入法2026作为进阶阅读
Фото: Сергей Бобылев / РИА Новости，更多细节参见heLLoword翻译官方下载
if (arr[i] pivot) break;。服务器推荐对此有专业解读
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