user-research

作者: anthropic

规划、执行并整合用户研究。触发词包括“用户研究计划”、“访谈指南”、“可用性测试”、“调查设计”、“研究问题”等。

npx skills add https://github.com/anthropics/knowledge-work-plugins --skill user-research

User Research

Help plan, execute, and synthesize user research studies.

Research Methods

MethodBest ForSample SizeTime
User interviewsDeep understanding of needs and motivations5-82-4 weeks
Usability testingEvaluating a specific design or flow5-81-2 weeks
SurveysQuantifying attitudes and preferences100+1-2 weeks
Card sortingInformation architecture decisions15-301 week
Diary studiesUnderstanding behavior over time10-152-8 weeks
A/B testingComparing specific design choicesStatistical significance1-4 weeks

Interview Guide Structure

  1. Warm-up (5 min): Build rapport, explain the session
  2. Context (10 min): Understand their current workflow
  3. Deep dive (20 min): Explore the specific topic
  4. Reaction (10 min): Show concepts or prototypes
  5. Wrap-up (5 min): Anything we missed? Thank them.

Analysis Framework

  • Affinity mapping: Group observations into themes
  • Impact/effort matrix: Prioritize findings
  • Journey mapping: Visualize the user experience over time
  • Jobs to be done: Understand what users are hiring your product to do

Deliverables

  • Research plan (objectives, methods, timeline, participants)
  • Interview guide (questions, probes, activities)
  • Synthesis report (themes, insights, recommendations)
  • Highlight reel (key quotes and observations)

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