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:
值得一提的是，在该矿山周边220公里处，全球矿业巨头巴里克黄金运营着非洲最大的金矿Kibali，其经济效益有目共睹。此番盛屯矿业落子刚果金，无疑是希望在铜钴业务之外，再造一个新的黄金增长极。。关于这个话题，雷电模拟器官方版本下载提供了深入分析
。搜狗输入法2026对此有专业解读
-writer: DictWriter。业内人士推荐heLLoword翻译官方下载作为进阶阅读
#!/usr/bin/env bash