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:
供给也能创造需求。比如，有的地方将优惠券融入“票根经济”，进一步延伸消费链条。能否让消费券发挥乘数效应，从“初次消费”衍生出“二次消费”“多次消费”，关键就在于不同消费场景之间的融合互动能否真正打动消费者。就此而言，在场景创新上发力，在“吃住行游购娱”全链条上做文章，供需才能更好实现动态平衡，适配度才会更高。
。im钱包官方下载是该领域的重要参考
第二十八条 对行政执法监督工作中查明的违法或者明显不当的行政执法问题，行政执法监督机构可以制发行政执法监督意见书，监督有关行政执法机关予以纠正。
之后就是一些特殊穿戴的锻炼了，比如帽子、手套、围脖、口罩这些。