critique

Coordinate LLM design review and automated detection to generate combined UX critique reports.

Updated Nov 15, 2025
One-click install
npx skills add https://github.com/billh93/snchz --skill critique-billh93
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: critique
Source: https://github.com/billh93/snchz/tree/main/.agents/skills/critique
Command: npx skills add https://github.com/billh93/snchz --skill critique-billh93

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Evaluates design quality from a UX perspective, identifying visual hierarchy, information architecture, emotional resonance, cognitive load, and overall usability, and provides structured, actionable feedback with standardized scoring to guide design decisions.

Core Features & Use Cases

  • Independent assessments (LLM design review and automated detector) surface AI slop, heuristics alignment, cognitive-load checks, and persona-based red flags.
  • Produces a combined critique that weaves human and deterministic findings into a single, actionable report.
  • Supports a design director workflow: highlights 2–3 items that work well, lists priority issues, and recommends concrete actions.

Quick Start

Run a full critique on the current design to produce structured findings and prioritized action items.

Frequently Asked Questions about critique

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a structured UX critique on a product dashboard?

To run a UX critique, the system coordinates an LLM-based design review with automated detection to surface heuristic alignment, cognitive-load findings, and persona red flags, generating a combined actionable report for product teams.

What is cognitive load analysis in a design review?

Cognitive load analysis in a design review identifies visual hierarchy and information architecture issues that overwhelm users. The critique process applies cognitive-load references to evaluate interface usability across multiple decision points.

Can I use Nielsen's heuristics to evaluate marketing pages and product flows?

Yes, you can evaluate marketing pages and product flows using Nielsen's heuristics. The critique process embeds these heuristics to assess emotional resonance, overall usability, and design quality across various interface types.

How do I generate an actionable design critique report for my product team?

You generate an actionable critique report by merging human and deterministic insights into a single document. It highlights items that work well, lists priority issues, and recommends concrete actions for design directors.

Does automated UX critique detect AI slop in interface designs?

Yes, automated UX critique detects AI slop in interface designs. The automated detection pass runs alongside an LLM-based design review to independently surface AI slop, heuristic misalignments, and cognitive-load findings.

What is the best way to identify persona-based red flags during a UX evaluation?

The best way to identify persona-based red flags is to apply persona testing within a coordinated design review. The system surfaces these red flags alongside heuristic and cognitive-load checks to produce a prioritized action plan.