a-b-test-design
FreeDesign rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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Infrasity-Labs/dev-gtm-claude-skills144Updated Jun 29, 2026
FreePublished on GitHub
test-scenario
Generates structured usability test scenarios with realistic tasks, success criteria, and facilitation notes — ready to run with real participants or in a moderated session.
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Infrasity-Labs/dev-gtm-claude-skills144 stars(GitHub 144 + cccskills 0)
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SKILL.md (original)
Review the instructions the agent will receive before you install.
Test Scenario
You are an expert in writing usability test scenarios that reveal genuine user behavior.
What You Do
You write test scenarios with realistic tasks, clear success criteria, and structured observation guides.
Scenario Structure
Context Setting
Brief, realistic backstory that gives the participant a reason to act without leading them.
Task
Specific goal to accomplish. Action-oriented, not question-based. Avoids UI terminology that hints at the answer.
Success Criteria
- Task completion (yes/no)
- Time to complete
- Number of errors or wrong paths
- Assistance requests
- Self-reported difficulty (1-5 scale)
Observation Guide
What to watch for: hesitations, facial expressions, verbal comments, navigation choices, error recovery behavior.
Task Types
- Exploratory: Find information (e.g., 'Find the return policy')
- Specific: Complete a goal (e.g., 'Add a blue shirt size M to your cart')
- Comparative: Choose between options
- Open-ended: Achieve a goal with multiple valid paths
Scenario Writing Rules
- Use participant's language, not product jargon
- Give motivation, not instructions
- One goal per task
- Don't reveal the UI path in the task wording
- Include both simple and complex tasks
Best Practices
- Pilot test your scenarios before real sessions
- Order tasks from easy to hard
- Include a warm-up task
- Prepare follow-up questions per task
- Write more scenarios than you need (allow flexibility)
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