Critsly¶
Product or Programme · All products and programmes
Evidence · 4 claims (4 for) · 2 studies (2 design),q1–q2· 0 of 2 report an effect size · 4 claims rest on one study
Description¶
Critsly is a shared visual workspace for higher-education design critique, developed and reported by Nizam Kadir, combining artefact boards, critique history, guided reflection, persona lenses, and AI-generated feedback.
Components¶
- Critsly artefact-aware AI critique workspace: Critsly is a shared visual workspace for design critique in which boards hold design artefacts, intentions and critique history, and AI critique draws on structured board context. As implemented, "Critsly includes projects and boards, design-intention fields, sticky notes, media, feedback pins, an AI critique panel and export controls." Reflecture provides guided reflection and persona lenses offer alternative critique perspectives, leading to board synthesis and an action plan. Artefact awareness here means access to structured board context, not verified visual understanding of images. (Nizam Kadir (2026))
- StudioCrit research mode with provisional cognitive and architectural classification: StudioCrit is an optional board/class mode of Critsly for architecture-studio research. "It classifies sticky notes and critique comments using Bloom's revised taxonomy and architectural evaluation dimensions", exposing visible badges and analytics with metadata such as matched verbs, confidence and ambiguity. Studios can link multiple boards, educators manage classes and invitations, learners contribute to boards, and researcher access supports class analytics and export within role boundaries. (Nizam Kadir (2026))
Claims¶
- In three simulated design-studio scenarios, 109 classified evidence rows were produced, with 85 (78.0%) assigned to higher-order Bloom categories [+W]
- A 50-disposable-account staging rehearsal produced 56 evidence rows, with 46 (82.1%) assigned to higher-order Bloom categories [+W]
- The two personas produced qualitatively different questions on the same essay, indicating the persona constraint mechanism alters the model's analytical focus [+W]
- A deployment-hardening rehearsal with 50 distinct learner accounts recorded 50 completed sessions, 50 successful board pulls and 50 denials of student analytics access, with a median API session time of 3.064 s [+W]
Related Products and Programmes¶
-
Key Sources¶
- Nizam Kadir. (2026). Critsly and StudioCrit: An Artefact-Aware AI Critique Workspace and Simulation-Based Readiness Study for Design Education. https://arxiv.org/abs/2610.00085
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
critsly |
title |
Critsly |
description |
Critsly is a shared visual workspace for higher-education design critique, developed and reported by Nizam Kadir, combining artefact boards, critique history, guided reflection, persona lenses, and AI-generated feedback. |
status |
review |
product_kind |
software |
generated |
by process:settle-candidates on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
Frontmatter is the page's machine-readable record — see the Schema & Guide.