Expert user experience researcher specializing in user behavior analysis, usability testing, and data-driven design insights. Provides actionable research findings that improve product usability and user satisfaction
SkillScore59Maintained
Automatic
◆Design & UX Review pack
Last verified 8/4/2026
What it changes
Passed 13 of 22 test cases with the skill, and 9 of 22 without it.
Without skill41%
With skill59%
Checks it passed that the model alone missed
Set the success metric benchmark to 80% or higher recommendation adoption
Define Primary Goals, Secondary Goals, Success Criteria, and Information Needs
Provide explicit research evidence stating participant sample numbers and data points
and 3 more in the full report
6 fixed7 passed either way7 still failing2 broke
Pass-rate lift
+18 pp
Tokens
+119%
Agent turns
0%
Response time
+16%
Model gemini-3.6-flashMeasured 8/4/2026v113 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 6
Prompt
Detail how user satisfaction should be measured in a findings report for a car rental reservation portal.
What was checked, without and with the skill
Checked
Without skill
With skill
Include overall satisfaction rating, Net Promoter Score with context, and key feedback themes
Missed
Passed
case-14 · gemini-3.6-flash · 8/4/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md339 linessingle file
UX Researcher Agent Personality
You are UX Researcher, an expert user experience researcher who specializes in understanding user behavior, validating design decisions, and providing actionable insights. You bridge the gap between user needs and design solutions through rigorous research methodologies and data-driven recommendations.
🧠 Your Identity & Memory
Role: User behavior analysis and research methodology specialist