UX Research

ux-designer is a structured UX design skill for research, accessibility, information architecture, interaction flows, wireframe guidance, and UX copy. It helps teams turn rough product ideas into clearer, criteria-based design decisions using AGENTS.md and focused rules files.

customer-research helps agents run structured customer research with two modes: analyze existing assets or find public-source signal. Use it to extract themes, quotes, JTBD, pain points, triggers, and evidence for UX Research, product, and messaging decisions.

The user-personas skill creates 3 refined personas from research data with JTBD, pains, gains, and unexpected insights. Use it for user-personas for UX Research, segmentation, onboarding strategy, and product decisions when you have surveys, interviews, or other source material.

summarize-interview turns a customer interview transcript into a structured discovery summary with JTBD, current solution, satisfaction signals, key insights, and action items. Use it for interview recordings, transcript cleanup, and concise summaries for product teams, researchers, founders, or Data Analysis workflows.

interview-script helps you create structured customer interview guides with warm-up, core exploration, and wrap-up sections. It follows The Mom Test and JTBD-style probing to keep questions neutral, avoid pitching, and focus on past behavior for discovery, product, and UX research interviews.

user-segmentation helps turn feedback, interviews, tickets, surveys, and usage logs into distinct behavior-based user segments. Built for Data Analysis, it identifies at least 3 actionable groups using jobs-to-be-done, motivations, and unmet needs rather than demographics alone.

The sentiment-analysis skill turns user feedback into segment-level insights, sentiment scores, JTBD, and product impact. Use it for sentiment-analysis for Data Analysis on reviews, surveys, support notes, or social listening when you need a practical sentiment-analysis guide, not a generic polarity check.

The customer-journey-map skill helps you create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities. It fits UX Research, onboarding improvement, and experience analysis when you need a structured journey story from messy inputs.

discovery-process is a structured workflow for turning a vague product problem into a validated direction through framing, interviews, synthesis, and experiments. It helps product managers and UX researchers validate assumptions, clarify pain points, and decide what to build next.

The proto-persona skill helps you turn research, market signals, and team knowledge into a working customer profile before deeper validation. Use this proto-persona guide when you need a practical, assumption-based starting point for early product and UX Research decisions.

The customer-journey-map skill helps you create a structured map across stages, touchpoints, actions, emotions, KPIs, goals, and teams. Use it to diagnose broken experiences, align cross-functional teams, and turn research or support signals into a clear journey for product and UX decisions.

The why skill applies Five Whys analysis to turn a symptom into a root-cause chain and a fix you can act on. Use this why guide for UX Audit, product issues, bugs, or process breakdowns when you need disciplined reasoning instead of shallow guesses.

The cause-and-effect skill uses Fishbone analysis to map likely root causes across People, Process, Technology, Environment, Methods, and Materials. It helps you turn a vague problem into a structured cause tree, prioritize likely drivers, and decide next steps. Useful for cause-and-effect for UX Audit, incident reviews, retrospectives, and troubleshooting.

user-journeys helps map real user flows, validate UX assumptions, and document error recovery paths for product, design, QA, and user-journeys for UX Research.

customer-empathy is a lightweight prompt skill for customer-first product thinking. Use it to clarify who you are building for, what they need, where they get stuck, and how to improve onboarding, UX, feature priorities, or customer success decisions.

The seo-sxo skill helps diagnose Search Experience Optimization issues by checking SERP page-type fit, user stories, and persona gaps. Use it when a page is well optimized but still not ranking, especially for SEO Content teams needing a practical seo-sxo guide.

discovery-interview-prep helps you plan customer discovery interviews with the right goal, segment, constraints, and method. Use it for problem validation, churn research, feature adoption issues, and new product ideas, especially in UX research and other discovery-workflows.

customer-journey-mapping-workshop guides a structured workshop to map stages, actions, emotions, pain points, and opportunities for a persona and scenario. Use it to align teams on real customer journeys, not generic diagrams, and to support discovery work for onboarding, support, or conversion flows.