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arXiv 2602.01796cs.HC
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CritiqueCrew: 协调多视角对话式设计批评

CritiqueCrew: Orchestrating Multi-Perspective Conversational Design Critique

Laboratory of Art and Archaeology Image, Ministry of Education, Zhejiang University(教育部图像艺术与考古实验室,浙江大学)

Xiaojiao Chen, Jiahuan Zhou, Yunfeng Shu, Ruihan Wang, Qinghua Liu

AI总结:

CritiqueCrew通过多视角对话与交互式修复,将AI从问题审计员转变为解决方案共创者,提升设计质量和用户体验。

摘要:

UI设计师在用户需求、业务目标和工程约束的交汇处面临日益增长的认知负荷和跨职能摩擦。现有自动化工具往往提供静态的

英文摘要:

UI designers face growing cognitive load and cross functional friction at the intersection of user needs, business goals, and engineering constraints. Existing automated tools often deliver static "problem lists", lacking actionable repair paths and disrupting creative flow. We introduce CritiqueCrew, a Figma tool that supports designers through conversational critique. CritiqueCrew generates multi-faceted insights by implementing a multi-perspective orchestration of distinct expert roles (UX, PM, Engineer). It translates abstract critiques into concrete actions via in context feedback and interactive remediation. Across two independent controlled studies (Total N=48), CritiqueCrew significantly improved both design quality and subjective experience compared to a traditional static checker. Furthermore, our results confirm that the structured orchestration of expert roles-rather than a unified model-is key to fostering trust and creativity support. Our work demonstrates how AI can shift from a "problem auditor" to a "solution co-creator" by integrating multi-perspective dialogue with interactive repair, offering design implications for future creative tools.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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