adversarial-ux-test

To run an adversarial UX test, the Skill roleplays a difficult, tech-resistant user persona navigating your core workflows. It surfaces usability friction, categorizes findings by severity, and generates prioritized tickets with recommended fixes.

The pragmatism filter in UX testing categorizes uncovered issues into RED, YELLOW, GREEN, and WHITE levels. It generates structured tickets exclusively for RED and GREEN items, including verbatim user quotes and recommended fixes.

Transform user research findings into actionable tickets by applying the pragmatism filter to roleplay feedback. The Skill extracts verbatim quotes and recommended fixes, compiling a structured report for product, design, and engineering teams.

Yes, this supports testing staging sites before production release. You can run the adversarial user roleplay on your staging environment to produce a red and green ticket set containing actionable feedback and recommended improvements.

The best way to identify critical UX pain points in a core workflow is roleplaying an adversarial user. This approach uncovers hidden friction and produces a concise report containing tickets, screenshots, and links to documented issues.

Only red and green items are ticketed during adversarial user research to focus engineering efforts on critical friction and safe improvements. Yellow and white issues are deprioritized, ensuring the generated tickets provide immediate, actionable value.