Agent skill · research science · aj-geddes
user-research-analysis
Analyze user research data to uncover insights, identify patterns, and inform design decisions. Synthesize qualitative and quantitative research into actionable recommendations.
Why this skill is useful
Provides domain-specific methodologies for synthesizing user research data that the AI wouldn't reliably generate on its own.
What it needs
About 1k tokens when loaded. Last updated 2026-03-04. 307 stars on the source repository.
What this skill does
User Research Analysis Table of Contents Overview When to Use Quick Start Reference Guides Best Practices Overview Effective research analysis transforms raw data into actionable insights that guide product development and design. When to Use Synthesis of user interviews and surveys Identifying patterns and themes Validating design assumptions Prioritizing user needs Communicating insights to stakeholders Informing design decisions Quick Start Minimal working example: Reference Guides Detailed implementations in the references/ directory: Guide Contents --- --- Research Synthesis Methods Research Synthesis Methods Affinity Mapping Affinity Mapping Insight Documentation Insight Documentation Research Validation Matrix Research Validation Matrix Best Practices ✅ DO Use multiple research methods Triangulate findings across sources Document quotes and evidence Look for patterns and frequency Separate findings from interpretation Validate findings with users Share insights across team Connect to design decisions Document methodology Iterate research approach based on learnings ❌ DON'T Over-interpret small samples Ignore conflicting data Base decisions on single data point Skip documentation Cherry-pick quotes that support assumptions Present without supporting evidence Forget to note limitations Analyze without involving participants Create insights without actionable recommendations Let research sit unused
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aj-geddes/user-research-analysis