user-research
The facts
Its description
Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the user needs help with any aspect of understanding their users through research.
The description the agent reads to decide when to use it.
When it starts
The agent picks this skill when someone wants help designing or running a study of their users — writing a research plan, building an interview guide, setting up a usability test or survey, or framing research questions. It is triggered by what the person asks for, not by another skill.
Things a person might say (the model's guesses)
- “Help me put together a user research plan for our onboarding flow”
- “I need an interview guide for talking to churned customers”
- “How should we design a usability test for this new checkout?”
A model's summary of when it is used.
Licence
Apache-2.0, from LICENSE
The terms its author shares it under, which let it be shown here.
The text
Research Methods
| Method | Best For | Sample Size | Time |
|---|---|---|---|
| User interviews | Deep understanding of needs and motivations | 5-8 | 2-4 weeks |
| Usability testing | Evaluating a specific design or flow | 5-8 | 1-2 weeks |
| Surveys | Quantifying attitudes and preferences | 100+ | 1-2 weeks |
| Card sorting | Information architecture decisions | 15-30 | 1 week |
| Diary studies | Understanding behavior over time | 10-15 | 2-8 weeks |
| A/B testing | Comparing specific design choices | Statistical significance | 1-4 weeks |
Interview Guide Structure
- Warm-up (5 min): Build rapport, explain the session
- Context (10 min): Understand their current workflow
- Deep dive (20 min): Explore the specific topic
- Reaction (10 min): Show concepts or prototypes
- 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)
From anthropics/knowledge-work-plugins at 2574e29, 2026-10-27. Skills read by DeepSeek V4.1 Flash on 2026-11-04. Summary and techniques by Claude Opus 5.5 on 2026-11-06.