CritiqueCrew: Orchestrating Multi-Perspective Conversational Design Critique

要旨

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.

著者
Xiaojiao Chen
Zhejiang University, Hangzhou, Zhejiang, China
Jiahuan Zhou
Zhejiang University, Hangzhou, China
Yunfeng Shu
Zhejiang University, Hangzhou, Zhejiang, China
Ruihan Wang
Zhejiang University, Hangzhou, Zhejiang, China
Qinghua Liu
Zhejiang University, Hangzhou, Zhejiang, China

会議: CHI 2026

ACM CHI Conference on Human Factors in Computing Systems

セッション: Multi-Agent Reasoning Systems for Sensemaking and Planning

P1 - Room 134
7 件の発表
2026-04-17 18:00:00
2026-04-17 19:30:00