Hook on Chuanxilu for Skilled Homo sapienshttps://blog.chuanxilu.net/en/tags/hook/Recent content in Hook on Chuanxilu for Skilled Homo sapiensHugoen-USFri, 09 Oct 2026 15:00:00 +0800Day 3 | Harness Hard Constraints: Static Contracts and Lifecycle Hookshttps://blog.chuanxilu.net/en/posts/2026/10/ai-path-l3-day3-hard-constraints/Fri, 09 Oct 2026 15:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/10/ai-path-l3-day3-hard-constraints/AI Path L3 backbone article: why 'allow everything' fails, how static contracts constrain tool permissions, and how lifecycle hooks implement approval interception.