arXiv cs.CY· Nizam Kadir, Juan David Salazar Rodriguez, Sumaiyya Al·· 12 小时前AI 评分20
Critsly：面向设计教育与项目式学习的工件感知 AI 评审队友
Critsly: An Artefact-Aware AI Critique Teammate for Design Education and Project-Based Learning
AI 导读
Critsly 是一个工件感知的 AI 评审工作区，把 AI 从孤立的反馈工具变成学习者画板语境中的评审队友。它将视觉设计画布与结构化 AI 反思、多视角评审、行动计划、可选的同伴/评审团设置及教育者证据追踪整合在一起，其 Reflecture 引导反思流程结合 Six Thinking Hats 启发式角色。
正文 · 原文
Abstract:Critique is central to design education and project-based learning, yet high-quality critique is often scarce, uneven, hard to document, and disconnected from evolving artefacts. We present Critsly, an artefact-aware AI critique workspace that turns AI from a detached feedback tool into a critique teammate in the learner's board context. Critsly combines a visual design canvas with structured AI-supported reflection, multi-perspective critique, action planning, optional peer/jury settings, and educator evidence traces. Unlike chatbot feedback tools that rely on isolated text prompts, Critsly grounds critique in a structured board state containing design intentions, board elements, annotations, links, and prior critique history. Reflecture, Critsly's guided reflection flow, works with Six Thinking Hats-inspired personas, board synthesis, generated action plans, exportable critique records, and educator evidence views in one workflow. The demo follows a learner from design intention to board-aware critique, persona-based evaluation, action-plan generation, and educator-facing evidence. Critsly contributes a working example of AI-supported critique that is more frequent, structured, inspectable, and actionable for learners and educators.
| Comments: | 4 pages, Accepted submission to the 27th International Conference on Artificial Intelligence in Education Interactive Events Track. v2 adds the AIEDx grant acknowledgement for Critsly's development |
| Subjects: | Computers and Society (cs.CY) |
| Cite as: | arXiv:2607.09673 [cs.CY] |
| (or arXiv:2607.09673v2 [cs.CY] for this version) | |
| https://doi.org/10.48550/arXiv.2607.09673 arXiv-issued DOI via DataCite |
Submission history
From: Nizam Kadir [view email]
[v1]
Fri, 5 Jun 2026 08:40:08 UTC (4 KB)
[v2]
Thu, 15 Oct 2026 08:02:18 UTC (4 KB)
来源：arXiv cs.CY · arxiv.org