Lauren Tan 介绍 pstack 工程原则的运行机制与 Agent 技能压缩思路
Lauren Tan 表示 pstack 最耐久的部分是工程原则，即约 10-20 行代码的简洁技能，把良好实践提炼进核心。其运行机制是 /poteto-mode 内含可用原则的简短索引，并要求 Agent 在回复中点明每个影响决策的原则及被改变的具体选择，因此 Agent 回复末尾常出现 Principles Named or Used 段落。
lauren· @poteto · X·2026-10-15 06:23· 46 分钟前AI 评分62
AI 导读
Lauren Tan 介绍自己 pstack 项目中最耐久的部分是工程原则，即约 10-20 行代码的简洁技能，把良好实践提炼进核心。
正文
perhaps one of the most durable parts of pstack are its engineering principles: very concise skills (~10-20 loc) that distill down good practices into its core.
as models get smarter, i expect most of pstack skills to compress into short principles or workflows (a generic list of steps) and that i will be able to delete a few of them.
how it works is that /poteto-mode contains a short index of available principles and tells agents "In your reply, name each principle that shaped a decision and the specific choice it changed." this is why you'll often see a Principles Named or Used section at the end of the agent's response
many of these principles were extracted from my sessions correcting agents since the start of this year. some are inspired by problems i see people talk about, like Attack the Premise, inspired by @VictorTaelin's post https://x.com/VictorTaelin/status/2096273196412498057
you can also use the principles as skills if you want greater control, by invoking /principle-<name>
https://github.com/cursor/plugins/blob/main/pstack/docs/guide/08-principles.md
I'm a newcomer to @poteto's plist; But it seems to me that there is some very significant wisdom encoded in there. I suspect you could teach a master class on the principles.在 X 查看被引用的帖子
来源：lauren · x.com
来源：RadarAI · aihot.news