零基础小程序 Vibe Coding 入门开发助手：把微信 MVP 从想法拆到可执行任务
SkillHub 社区技能「零基础小程序 Vibe Coding 入门开发助手」（@user_ce58ddb4/miniprogram-vibe-coding-starter，v1.0.1）面向非工程师与产品、运营等角色，用 Vibe Coding 把微信小程序 MVP 的需求澄清、页面与数据拆解、小步开发、验收、云开发取舍、审核与上线检查、反馈迭代串成可跟进任务。本文基于官方简介说明定位、能力与 skillhub 安装方式（含 Cursor skills 目录），并给出可复现的提问示例；不适用于无关 Web 或纯后端项目。
Read MoreVibe Coding 架构师：写代码前先锁定架构并转成 Prompt
Vibe Coding 架构师是 SkillHub dev-programming 类 Agent Skill，强调在编码前用结构化思维确定架构，再将结论写成后续 AI 编程用的 Prompt。文章介绍其定位、分阶段工作流、基于 skillhub CLI 与官方 install 文档的安装方式（含 Cursor 等 skills 目录），以及新项目/MVP 与技术选型等适用场景；并说明纯 UI 修补、既有项目 bug 修复等不宜触发的情形。官方条目与安装文档链接见文末。
Read MoreCursor 3 Multi-Agent Architecture: How Planner/Worker Hierarchy Reduces Coding Costs by 15 Times
Cursor 3's upgraded Agent Swarm stratifies frontier model Planner with low-cost Workers: in a closed-book test of rewriting a database from scratch in Rust using only the SQLite manual, all four official configurations achieved 100% pass rate on sqllogictest. The total cost of Opus 4.8 + Composer 2.5 is approximately $1,339, which is about 7.9 times lower than the single-model GPT-5.5 cost of around $10,565 in controlled comparisons; the Worker layer cost can be reduced from $9,373 to $411. This article outlines the context separation principle, the self-developed VCS coordination mechanism, differences in cost calibers, and practical caveats.
Read More