Resources
AI Skills for Problem Discovery
Explore problems, assumptions, and opportunities before designing screens.
A growing library of practical AI skills for UX designers who want clearer thinking before UI generation.
Skill library
Available skills
Each skill is a downloadable workflow you can paste into an AI tool or install as a Claude-style skill package.
Problem Framing · Beginner · 10-20 minutes
Problem Statement Builder
Turn vague UX or product briefs into clearer problem statement options, hidden assumptions, missing information, and next discovery questions.
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Assumption Testing · Beginner · 10-20 minutes
Hidden Assumption Finder
Find user, business, product, technical, and market assumptions hidden inside a brief, feature idea, or stakeholder request.
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User Research · Beginner · 10-20 minutes
Research Question Generator
Turn a problem area into stronger discovery research questions, with weaker or leading questions flagged before research begins.
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User Research · Intermediate · 20-30 minutes
Interview Guide Builder
Create a discovery interview guide from learning goals, target users, and the problem area without leading participants toward a solution.
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Prioritization · Beginner · 10-15 minutes
Discovery Next-Step Recommender
Decide the next best discovery activity based on current evidence, uncertainty, risk, and the decision the team needs to make.
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