Evaluate interfaces for UX quality, accessibility, and AI-generated anti-patterns.
npx skills add https://github.com/djkloop/n --skill critique-djkloop
Please help me install this Agent Skill. Skill: critique Source: https://github.com/djkloop/n/tree/main/.trae/skills/critique Command: npx skills add https://github.com/djkloop/n --skill critique-djkloop
The critique skill provides a rigorous, director-level evaluation of interfaces to identify visual hierarchy failures, information architecture issues, cognitive overload, AI-generated anti-patterns, and accessibility gaps so teams can prioritize fixes and improve user outcomes.
Ask the critique skill to review the page or design files (or paste a URL) and produce a combined LLM review and automated detector report with heuristic scores, cognitive load assessment, AI-slop detection, prioritized fixes, persona red flags, and recommended remedial commands.
High-intent search queries and answers about installing and using this skill.
To run a heuristic design review on a webpage, paste the URL or design artifact. The system produces Nielsen heuristic scores, cognitive load counts, and P0–P3 prioritized issues combining subjective LLM critique with deterministic automated detector findings.
Cognitive load assessment in UX evaluation identifies information architecture issues and visual hierarchy failures that overwhelm users. It generates failure counts to help teams prioritize remediation and improve user outcomes.
Yes, you can detect AI-generated anti-patterns in UI components. The evaluation provides AI-slop verdicts and persona-based red flags alongside visual inspection and source analysis to surface mechanical issues.
Automated accessibility detection works with design artifacts, webpages, or individual components. It applies deterministic detectors and overlay-based findings alongside an independent LLM design review to avoid bias.
The best way to prioritize UX accessibility fixes is using P0–P3 severity ratings. The review outputs specific remediation commands and persona-based red flags, allowing teams to address visual hierarchy and accessibility gaps effectively.
A limitation of combining LLM design review with deterministic detectors is the reliance on available source analysis and overlay-based findings. Without accessible source code, automated detection may produce incomplete accessibility or cognitive load assessments.
roviczzzAutomate visual inspection and source code fixing of website design issues.
CatsofsufferingEvaluate interface designs for UX quality and deliver prioritized P0–P3 improvements.
russosalvEvaluate web interfaces for UX issues and generate prioritized P0–P3 remediation commands.
muspelheimAutomate multi-perspective UI/UX critique and generate iterative reports with fixes.
