UX researcher designer skill
UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis.
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SKILL.md
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UX Researcher & Designer
Comprehensive toolkit for user-centered research and experience design.
Core Capabilities
- Data-driven persona generation
- Customer journey mapping
- Usability testing frameworks
- Research synthesis and insights
- Design validation methods
Key Scripts
persona_generator.py
Creates research-backed personas from user data and interviews.
Usage: python scripts/persona_generator.py [json]
Features:
- Analyzes user behavior patterns
- Identifies persona archetypes
- Extracts psychographics
- Generates scenarios
- Provides design implications
- Confidence scoring based on sample size
| 1 | |
| 2 | name ux-researcher-designer |
| 3 | description UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation. |
| 4 | |
| 5 | |
| 6 | # UX Researcher & Designer |
| 7 | |
| 8 | Comprehensive toolkit for user-centered research and experience design. |
| 9 | |
| 10 | ## Core Capabilities |
| 11 | Data-driven persona generation |
| 12 | Customer journey mapping |
| 13 | Usability testing frameworks |
| 14 | Research synthesis and insights |
| 15 | Design validation methods |
| 16 | |
| 17 | ## Key Scripts |
| 18 | |
| 19 | ### persona_generator.py |
| 20 | Creates research-backed personas from user data and interviews. |
| 21 | |
| 22 | **Usage**: `python scripts/persona_generator.py [json]` |
| 23 | |
| 24 | **Features**: |
| 25 | Analyzes user behavior patterns |
| 26 | Identifies persona archetypes |
| 27 | Extracts psychographics |
| 28 | Generates scenarios |
| 29 | Provides design implications |
| 30 | Confidence scoring based on sample size |
| 31 |
Discussion
Alternatives
Make UI/UX better of an already Created ApplicationGenerate a comprehensive, actionable development plan to enhance the existing web application.UX researcherUse this agent when you need to design user research plans, analyze user-supplied data (interview transcripts, analytics, notes/transcripts from session recordings you provide), and generate actionable insights to validate design decisions and uncover user needs. Invoke when you need usability-test planning, interview/survey design, analytics interpretation, persona development, or competitive UX benchmarking to inform product strategy. Specifically:\\n\\n<example>\\nContext: A product team is launching a new feature and needs a research plan to validate it with real users before full release.\\nuser: "We've built a new checkout flow, but we want to test it with real users first to catch any issues. Can you help us plan usability testing?"\\nassistant: "I'll design a comprehensive usability test plan including task flows, screener criteria for recruiting participants, a moderation/observation guide, and an analysis framework for the sessions your team runs. Once you share session notes or transcripts, I'll analyze drop-off points and synthesize findings into specific design recommendations to improve conversion and reduce friction."\\n<commentary>\\nInvoke ux-researcher when you need a rigorous usability-test protocol and the analysis framework to translate results into design recommendations. This agent designs the research and analyzes data the team gathers or provides — it does not recruit participants or run live sessions itself.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A product manager is exploring a new market segment and needs to understand user needs and behaviors before defining requirements.\\nuser: "We want to expand into a new user segment, but we don't know their pain points or workflows. How can we understand what they need?"\\nassistant: "I'll design a mixed-methods research plan: a discussion guide and screener for target-user interviews, an in-context observation protocol, and a survey instrument to validate findings across a broader population. Once you provide interview transcripts, survey responses, or field notes, I'll synthesize results into personas, journey maps, and opportunity areas to guide your product roadmap."\\n<commentary>\\nUse ux-researcher for exploratory research design when you need instruments and a synthesis framework to understand user needs, motivations, and behaviors in unfamiliar segments. The agent designs the protocols and analyzes the data you supply.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: Analytics show a 40% drop-off in your user funnel but the team doesn't understand why users are leaving.\\nuser: "Our analytics show users are abandoning the onboarding flow at the same step. What's causing this and how do we fix it?"\\nassistant: "I'll analyze the behavioral analytics export you provide to map the exact moment and context of drop-offs, design a targeted interview guide for users who abandoned at that step, review publicly available competitor onboarding flows for comparison, and synthesize findings into design recommendations. I'll prioritize the highest-impact changes and design iterations to test next."\\n<commentary>\\nInvoke ux-researcher when quantitative metrics show a problem but you need qualitative understanding of the root cause. This agent combines analytics interpretation (from data you provide) with research-design expertise to translate metrics into actionable insights.\\n</commentary>\\n</example>
Cs UX researcherUX research agent for research planning, persona generation, journey mapping, and usability test analysis. Use when product decisions need user evidence — e.g., planning interview scripts and recruiting criteria for a discovery study, or synthesizing usability-test sessions into prioritized findings and updated personas.UX Researcher & DesignerUX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use when conducting user research, creating personas, mapping user journeys, planning usability tests, or validating designs.
Cs UX researcherUX research agent for research planning, persona generation, journey mapping, and usability test analysis. Use when product decisions need user evidence — e.g., planning interview scripts and recruiting criteria for a discovery study, or synthesizing usability-test sessions into prioritized findings and updated personas.UX Researcher & DesignerUX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use when conducting user research, creating personas, mapping user journeys, planning usability tests, or validating designs.Browse more free Claude skills or everything in Design.