正在打开每日关注
正在打开每日关注
pstack 新增创建与维护验证技能，用特性地图让 Agent 以用户视角自检工作，并建议每日自动化保鲜。
pstack now includes 2 skills i recommend everyone use or copy: /create-verification-skill https://t.co/xYQArsuVWR /maintain-verification-skill https://t.co/J5s8WL1itT if you don't already have one, /create-verification-skill creates a skill that teaches your agent how to run, control, and debug your app. it also creates something i call the feature map: a map of all the features in your app and how to get to it and use it from a user's pov. it allows agents to navigate and use the app just like a real user which greatly increases its ability to verify its own work. but of course, this feature map goes out of date very quickly. run /maintain-verification-skill as a daily automation with cursor cloud agents. this skill will check your app for changes and keep your feature map up to date. having a strong verification skill will end up becoming critical infra for your team and become the foundation of boosting everyone's productivity and quality and also enable more interesting automations to be built. install https://t.co/WDB4U1rwmu and you'll get auto updates for my skills. enjoy!
是什么：Lauren Tan（@poteto）为其 Cursor 插件 pstack 新增两个推荐全员使用或复制的技能：/create-verification-skill 教会 Agent 运行、控制与调试你的应用；/maintain-verification-skill 用于持续保鲜。pstack 位于 cursor/plugins 官方插件仓库（TypeScript，9154 星），定位是「少写但更高质量」、可放心并行化的严谨 Agent 工作流。
核心设计：创建技能时会生成作者所称的 feature map（特性地图）——从用户视角记录应用所有功能及其入口与用法，让 Agent 能像真实用户一样导航和使用应用，从而大幅提升自验证能力；再以每日自动化（如 Cursor 云端 Agent）检测应用变更并更新地图，解决地图迅速过时的问题。
关键洞察：作者认为强验证技能将成为团队的关键基础设施，是提升全员生产率与质量、支撑更复杂自动化的地基。这与仓库中 cli-for-agent（为 Agent 设计可靠 CLI）、orchestrate（planner/worker/verifier 结构化分工）等插件指向同一趋势：把验证从人工环节下沉为 Agent 可复用的基础设施。
边界与风险：特性地图高度依赖持续维护，自动化一旦中断便会失效；技能效果取决于应用能否被程序化运行与观测；dyl-stack 等流派叠加在 pstack 之上，采用前需评估与自身工作流的契合度，避免盲目照搬。