What problem does it solve? Standard QA finds bugs but misses friction — the confusing terminology, excessive clicks, and cold-start problems that make real users abandon a product. This Skill surfaces genuine usability issues by roleplaying the hardest possible user, then filtering raw complaints so teams only act on real problems. ## Core Features & Use Cases - Persona-Based Testing: Generates or adopts a specific tech-resistant persona (age, tech comfort, core task) and browses the app fully in character, attempting real workflows rather than feature tours. - Pragmatism Filter: Classifies every complaint as RED (real UX bug), YELLOW (low priority), WHITE (persona noise), or GREEN (feature request) so teams never ship raw rants as tickets. - Actionable Ticket Creation: Produces up to 10 tickets with verbatim persona quotes, objective issue descriptions, and suggested fixes, plus screenshots of every pain point. - Use Case: Before a product launch, run the test on your staging site as a 58-year-old coach who only uses WhatsApp, and receive a filtered list of genuine onboarding and readability issues with tickets ready for your tracker. ## Quick Start Run an adversarial UX test on my staging site at staging.myapp.com as a non-technical user trying to complete the core workflow.