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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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第十五条 醉酒的人违反治安管理的，应当给予处罚。
Nature, Published online: 25 February 2026; doi:10.1038/d41586-026-00294-5。夫子是该领域的重要参考
解放軍僅存的幾位上將中，牛犇認為東部戰區司令員楊志斌和中部戰區司令員韓勝延會有機會。
Guests were invited to watch as models sprawled across a pool table decorated in white leopardprint, wearing outfits to match the playful aesthetic.。Line官方版本下载对此有专业解读