Blog

PUA Skill 团队的研究、思考与技术分享。

Blog

Research, insights and technical writing from the PUA Skill team.

Emotion/Persona Prompting 对 AI Agent 效果的系统性分析

从 EmotionPrompt 到 Anthropic Persona Vectors——告诉 AI "做什么"有效,告诉 AI "你是谁"无效。基于 20+ 篇核心论文的全面梳理,以及我们对 PUA Skill 真实能力来源的坦诚剖析。

2026-03-21 Research Prompt Engineering Persona Vectors

A Systematic Analysis of Emotion/Persona Prompting Effects on AI Agents

From EmotionPrompt to Anthropic Persona Vectors — telling AI "what to do" works, telling AI "who you are" doesn't. A comprehensive review of 20+ papers, plus our honest analysis of where PUA Skill's real effectiveness comes from.

2026-03-21 Research Prompt Engineering Persona Vectors