pstack 工程原则：约 10-20 行代码的简洁技能
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.
pstack 的工程原则以约 10-20 行代码的简洁技能形式呈现，将良好实践提炼为核心。作者预计随着模型变强，多数 pstack 技能会压缩为简短原则或工作流，部分可删除。/poteto-mode 包含原则索引，要求智能体在回复中说明每个影响决策的原则及具体改变的选择，因此回复末尾常出现 Principles Named or Used 部分；这些原则多来自今年初以来纠正智能体的会话，也可通过 /principle-<name> 作为技能调用。
查看原帖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.
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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://t.co/qTGVfoKSyD
you can also use the principles as skills if you want greater control, by invoking /principle-