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 be...
SkillScore73Maintained
Automatic
◆Design & UX Review pack
Last verified 8/6/2026
What it changes
Passed 16 of 22 test cases with the skill, and 6 of 22 without it.
Without skill27%
With skill73%
Checks it passed that the model alone missed
The Context of Use section details time constraints.
The persona contains the section header Goals & Needs.
The report includes the section header Success Metrics.
and 13 more in the full report
10 fixed6 passed either way6 still failing0 broke
Pass-rate lift
+45 pp
Tokens
+96%
Agent turns
0%
Response time
-1%
Model gemini-3.6-flashMeasured 8/6/2026v116 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 10
Prompt
Write a summary of executive findings regarding user resistance to a mandatory 2FA security update. The product manager recommended using subjective statements like 'users dislike it' to keep it brief.
What was checked, without and with the skill
Checked
Without skill
With skill
The summary cites specific numerical participant counts or percentages.
Missed
Passed
The findings connect user feedback to expected completion rate impacts.
Missed
Passed
case-10 · gemini-3.6-flash · 8/6/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md321 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