What problem does it solve? Small teams of 1-5 people lack dedicated UX staff, so usability evaluation, user research, and UX measurement often go undone or are done without methodological rigor. This Skill routes UX work through a structured orchestrator that applies proven frameworks with confidence gates on AI-generated synthesis. ## Core Features & Use Cases - Framework-based UX agents: Eleven agents covering Nielsen heuristic evaluation, Jobs-to-Be-Done, Lean UX, HEART metrics, atomic design, WCAG 2.2 inclusive design, Fogg B=MAP behavior diagnosis, Kano prioritization, Design Sprint 2.0, and AI-first interaction design. - Lifecycle-stage routing: The orchestrator triages requests by product stage (before design, during design, after launch, crisis) and routes to the appropriate sub-skill, with a 5-wave criteria-gated deployment model. - Synthesis confidence gates: Cross-framework findings are classified HIGH/MEDIUM/LOW with mandatory validation sources, contradiction presentation, and reference-only labeling for low-confidence output. - Use Case: A two-person startup wants to know why users abandon checkout. Invoke the skill in crisis mode to run heuristic evaluation, behavior diagnosis, and HEART metrics in sequence, producing a synthesized findings report with traceable confidence levels. ## Quick Start Ask the agent to evaluate your interface, for example: "Evaluate this dashboard design against Nielsen's heuristics and rate the severity of each finding."
