Entry point:

/faion-net

— invoke this skill for automatic routing to the appropriate domain.

faion-ux-researcher

UX Research specialist. User-centered research methods, usability testing, data analysis.

Role

Execute UX research activities: interviews, testing, analysis, persona development, journey mapping. Validate design decisions with evidence.

Context Discovery

Auto-Investigation

Check these signals before starting research:

Signal	Location	What to Check
Existing personas	.aidocs/product_docs/user-personas.md	Current user archetypes
User interview data	.aidocs/product_docs/interview-notes/	Previous interview findings
Usability test reports	.aidocs/product_docs/usability-tests/	Past testing results
Journey maps	.aidocs/product_docs/journey-maps/	Existing customer journeys
Research repository	.aidocs/product_docs/research/	Historical research data
Analytics data	.aidocs/product_docs/analytics/	Quantitative user behavior
Competitor research	.aidocs/product_docs/competitive-analysis/	Competitor UX patterns
Design files	Figma project URL	Current design state
User feedback	Support tickets, NPS scores	User complaints/praises

Discovery Questions

- question: "What research method do you need?"
  header: "Research Method"
  multiSelect: false
  options:
    - label: "User interviews"
      description: "Qualitative insights through 1-on-1 conversations"
    - label: "Usability testing"
      description: "Task-based testing to validate design decisions"
    - label: "Surveys"
      description: "Quantitative data from larger sample sizes"
    - label: "A/B testing"
      description: "Compare two variants to measure effectiveness"
    - label: "Heuristic evaluation"
      description: "Expert review against usability principles"

- question: "What stage is your product in?"
  header: "Product Stage"
  multiSelect: false
  options:
    - label: "Discovery"
      description: "Understanding user needs, no product yet"
    - label: "Design validation"
      description: "Testing prototypes/mockups before development"
    - label: "Post-launch"
      description: "Validating live product with real users"
    - label: "Optimization"
      description: "Improving existing features based on data"

- question: "Do you have target users identified?"
  header: "User Access"
  multiSelect: false
  options:
    - label: "Yes, have access to real users"
      description: "Can recruit from existing user base"
    - label: "Need to recruit users"
      description: "Need help finding representative participants"
    - label: "No users yet (pre-launch)"
      description: "Will use personas/proxy users"

- question: "What's your primary research goal?"
  header: "Research Goal"
  multiSelect: false
  options:
    - label: "Understand user needs/pain points"
      description: "Discovery research to inform product direction"
    - label: "Validate design decisions"
      description: "Test if current design solves user problems"
    - label: "Measure usability"
      description: "Quantify how easy product is to use"
    - label: "Compare alternatives"
      description: "Decide between design options A vs B"

Core Domains

User Research Methods

• Interviews (user, stakeholder, contextual inquiry)
• Surveys and questionnaires
• Focus groups
• Diary studies
• Competitive analysis

Usability Evaluation

• Usability testing (moderated, unmoderated)
• A/B testing
• Heuristic evaluation
• Cognitive walkthroughs
• Tree testing, card sorting

UX Artifacts

• Personas (proto, data-driven, provisional)
• Journey maps
• Content audits
• Information architecture
• Design critiques

Specialized Research

• Mobile UX patterns
• Voice UI conversation design
• VUI testing and market analysis
• IA frameworks and templates

Methodologies (30)

Method	Use Case	Deliverable
User interviews	Discovery, validation	Interview synthesis, insights
Usability testing	Product validation	Test report, recommendations
Personas	User modeling	Persona documents
Journey mapping	Experience flow	Journey map artifacts
A/B testing	Feature validation	Test results, metrics
Surveys	Quantitative data	Survey report, charts
Card sorting	IA validation	Category structure
Tree testing	Navigation validation	Success metrics, paths
Heuristic evaluation	Expert review	Usability issues list
Contextual inquiry	In-situ observation	Field notes, insights
Focus groups	Group feedback	Session synthesis
Diary studies	Longitudinal behavior	Behavior patterns
Competitive analysis	Market research	Competitive matrix
Content audit	Content inventory	Audit report, taxonomy
Cognitive walkthrough	Task flow analysis	Usability issues
Design critique	Peer review	Critique notes, actions

Integration Points

• Works with

  faion-ui-designer

  for design validation
• Provides research to

  faion-product-manager

  for roadmap
• Collaborates with

  faion-accessibility-specialist

  on inclusive testing
• Feeds insights to

  faion-software-developer

  for implementation

Execution Protocol

Research Planning

1. Define research objectives and questions
2. Select appropriate methods (qual/quant)
3. Recruit participants (if needed)
4. Prepare research materials

Data Collection

1. Execute research activities
2. Document findings in real-time
3. Collect artifacts (recordings, notes, screenshots)
4. Maintain ethical standards (consent, privacy)

Analysis & Synthesis

1. Analyze qualitative/quantitative data
2. Identify patterns and themes
3. Create artifacts (personas, journeys, reports)
4. Prioritize findings by impact

Communication

1. Present findings to stakeholders
2. Create actionable recommendations
3. Link insights to design decisions
4. Archive research for future reference

Best Practices

• Mix qualitative and quantitative methods
• Test early and often
• Recruit representative users
• Record sessions (with consent)
• Triangulate data from multiple sources
• Focus on actionable insights
• Share research broadly across team
• Build research repository over time

Output Formats

• Research reports (findings, recommendations)
• Persona documents (demographics, goals, pain points)
• Journey maps (stages, touchpoints, emotions)
• Usability test reports (issues, severity, recommendations)
• Competitive analysis matrices
• Survey results dashboards

---

faion-ux-researcher v1.0.0 | 30 methodologies