https://nbai.si有步骤、有来源的中文AI实战场景。zh-CNhttps://nbai.si/cases/read-wechat-article/https://nbai.si/cases/read-wechat-article/遇到验证页也不急着下结论。先取得真正的正文，再保留观点、事实与原始出处。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/review-wechat-video/https://nbai.si/cases/review-wechat-video/把标题、宣传说法和实际画面分开，避免“打开了分享页”变成“看完了视频”。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/tool-research-ledger/https://nbai.si/cases/tool-research-ledger/不只存一个链接。记录什么时候选它、哪些条件不适合，以及究竟有没有用成功。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/scrapling-structured-extraction/https://nbai.si/cases/scrapling-structured-extraction/用明确字段和选择器采集，而不是把整页HTML反复扔给模型。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/lightpanda-markdown/https://nbai.si/cases/lightpanda-markdown/需要JavaScript、不需要页面原貌的采集任务，可以测试轻量浏览器后端。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/pdf-pageindex/https://nbai.si/cases/pdf-pageindex/用文档层级缩小查找范围，答案仍回到原文，不把推理式检索当作事实保证。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/humanizer-factual-rewrite/https://nbai.si/cases/humanizer-factual-rewrite/删掉空泛套话，保留数字、条件和不确定性。让文章像作者，而不是更像广告。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/research-source-review/https://nbai.si/cases/research-source-review/先看发生了什么、什么时候发生，再写影响；把同一消息的转载合并。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/remotion-explainer-video/https://nbai.si/cases/remotion-explainer-video/先定镜头和节奏，再用React组织画面。文字改了，不必从头拖时间线。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/hyperframes-html-video/https://nbai.si/cases/hyperframes-html-video/沿用网页排版思路组织动画，适合数据卡片、产品演示和简单视觉解释。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/isolated-agent-development/https://nbai.si/cases/isolated-agent-development/先说明模块边界和完成条件，让试验与正在运行的代码保持隔离。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/test-the-output/https://nbai.si/cases/test-the-output/把“做完了”翻译成可检查的条件：页面能操作、文件能打开、消息确实送到。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/github-release-inbox/https://nbai.si/cases/github-release-inbox/从指定项目的公开更新中收集线索、去重并保留出处，审核后才进入知识库。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/notification-readback/https://nbai.si/cases/notification-readback/从捕获、分类、队列到发送与平台回读逐步核对，服务运行不等于用户收到。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/claim-number-check/https://nbai.si/cases/claim-number-check/引用存在不等于数字算对。区分观察值、计算值和假设，再核对日期与单位。Sun, 18 Oct 2026 16:00:00 GMThttps://nbai.si/cases/recent-topic-research/https://nbai.si/cases/recent-topic-research/沿多个来源找变化，既看讨论热度，也回到原始发布说明。Sun, 18 Oct 2026 16:00:00 GMT