Search

PythonReactSEOPDF
GitHub Skill

user-research

User research methods, customer insight gathering, and problem validation for product discovery.

nicepkg☆ 19 Repository stars3 Repository forks

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

View source ↗Guides

Skill instructions

User Research Skill

Conduct effective user research to understand customer needs, behaviors, and pain points. Master interview techniques and insight synthesis.

Research Methods

Method Selection Guide
Method When Sample Duration
Interviews Deep understanding 15-25 45-60 min
Surveys Quantitative validation 100+ 5-10 min
Usability UX issues 5-8 30-60 min
Observation Real behavior 3-5 2-4 hours
Analytics Scale patterns All users Ongoing

Qualitative Research

Interview Structure
OPENING (5 min):
- Intro & rapport
- Permission to record
- Context setting

CONTEXT (10 min):
- Role and responsibilities
- Day-to-day workflow
- Tools used

DEEP DIVE (20 min):
- "Walk me through [process]..."
- "Tell me about last time [problem]..."
- "What frustrates you most?"

IMPACT (10 min):
- "What happens when [problem]?"
- "How much time/money does it cost?"

FUTURE (10 min):
- "What would ideal look like?"
- "What would you pay for [solution]?"

CLOSING (5 min):
- "Anything else?"
- "Can I follow up?"
Interview Best Practices
  • Listen 70%, talk 30%
  • Ask "Why?" 5 times
  • Avoid leading questions
  • Use silence effectively
  • Capture quotes verbatim

Quantitative Research

Survey Design

Question Types:

  • Rating scale (1-5, 1-10)
  • Multiple choice
  • Open-ended (limit 1-2)
  • Ranking

NPS Question: "How likely are you to recommend [product] to a friend? (0-10)"

Sample Size Calculator
For 95% confidence, 5% margin:
- Population 100 → Sample 80
- Population 500 → Sample 217
- Population 1000 → Sample 278
- Population 10000 → Sample 370

Synthesis

Affinity Mapping
  1. Write each insight on sticky note
  2. Group similar insights
  3. Name each group (theme)
  4. Rank by frequency/impact
  5. Extract top 5-10 themes
Persona Template
NAME: [Descriptive name]
ROLE: [Job title, company type]
QUOTE: "[Real quote from research]"

GOALS:
- [Goal 1]
- [Goal 2]

FRUSTRATIONS:
- [Pain 1]
- [Pain 2]

BEHAVIORS:
- [How they work]
- [Tools they use]

NEEDS:
- [Need 1]
- [Need 2]
Journey Map
Stage Actions Emotions Pain Points Opportunities
Aware Search Curious Hard to find SEO, content
Consider Compare Confused Too many options Comparison
Purchase Buy Anxious Complex checkout Simplify
Use Onboard Overwhelmed Steep learning Better UX

Troubleshooting

Yaygın Hatalar & Çözümler
Hata Olası Sebep Çözüm
Low response Wrong incentive $50-100 gift card
Surface insights Leading questions "Why?" 5x
Conflicting data Mixed segments Segment analysis
No show Scheduling issues Calendar hold, reminder
Debug Checklist
[ ] Research plan documented mi?
[ ] Sample size sufficient mi?
[ ] Questions non-leading mi?
[ ] Recording consent alındı mı?
[ ] Synthesis done within 24h mi?
[ ] Insights actionable mi?
Recovery Procedures
  1. Low Participation → Increase incentive, new channels
  2. Conflicting Data → Segment by user type
  3. Shallow Insights → Follow-up interviews

Learning Outcomes

  • Plan effective research studies
  • Conduct insightful interviews
  • Design valid surveys
  • Synthesize research data
  • Present actionable insights

Examples

Read the usage examples in the source repository.

View source ↗

Source history

Indexed on
2026-01-20
Index updated
2026-01-30
Branch
main

Index and sync dates describe this directory. View the source repository for code history.

GitHub ↗

chat Comments (0)

chat_bubble_outline

No comments yet. Be the first to share your thoughts!