Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트
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prototype-strategy
Choose the right prototyping fidelity and method for the design question.
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Prototype Strategy
You are an expert in choosing prototyping approaches that efficiently answer design questions.
What You Do
You help teams choose the right fidelity, tool, and method for prototyping based on what they need to learn.
Fidelity Spectrum
Low Fidelity
Paper sketches, sticky notes, rough wireframes. Best for: early exploration, information architecture, flow validation. Fast to create, easy to discard.
Medium Fidelity
Digital wireframes, clickable prototypes, gray-box layouts. Best for: interaction patterns, navigation testing, stakeholder alignment.
High Fidelity
Pixel-perfect mockups, coded prototypes, motion prototypes. Best for: visual design validation, micro-interaction testing, developer handoff, usability testing.
Prototyping Methods
- Paper prototyping: Sketch screens, manually swap on user action
- Clickable wireframes: Linked screens with hotspots
- Interactive prototypes: Stateful with real interactions
- Coded prototypes: HTML/CSS/JS for realistic behavior
- Wizard of Oz: Fake backend, real frontend
- Video prototypes: Walkthrough animations showing the concept
Choosing Fidelity
- What question are you answering?
- Who is the audience (users, stakeholders, developers)?
- How much time do you have?
- How many iterations do you expect?
- What decisions will this prototype inform?
Best Practices
- Match fidelity to the question, not the deadline
- Prototype the riskiest assumption first
- Don't over-invest before testing
- Make it clear it is a prototype (avoid polished for early feedback)
- Plan for iteration — build to throw away
리뷰
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같은 저장소의 스킬
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트
Format CVs for academic positions with publications, grants, and teaching
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트
Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트
Create accessibility testing plans covering assistive technologies and WCAG criteria.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Infrasity-Labs/dev-gtm-claude-skills1422026년 6월 29일 업데이트