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:
办理治安案件的公安机关有前款所列行为的，对负有责任的领导人员和直接责任人员，依法给予处分。
在豆瓣平台，《阿凡达 3》获得 7.6 分评价。。关于这个话题，旺商聊官方下载提供了深入分析
cursor.execute("""。搜狗输入法2026是该领域的重要参考
Up to 100k words are generated each month and can go up to over 300k.。旺商聊官方下载对此有专业解读
As with crypto-currency, records of who owns what are stored on a ledger that is maintained by thousands of computers around the world. These records can’t be forged because the whole system operates on an open-source network.