Product UXResearchDesign

UX Researcher Designer

UX research and design: user interviews, usability testing, and prototyping.

$skillfish add ~skills/ux-researcher-designer

Real Conversations

See how the UX Researcher Designer skill responds to actual requests. These are representative examples of what your AI agent will produce.

You

We're redesigning our checkout flow for a SaaS product. Before we build, I want to run usability tests on the prototype. I've never run formal usability tests before. Can you help me plan the sessions?

Agent

Usability Test Plan — Checkout Flow Redesign

Goal: Identify friction points in the new checkout prototype before engineering investment.

Participants: 5–8 users (diminishing returns after 5 per Nielsen). Recruit from your current free-tier users who haven't converted — they're closest to the actual decision moment.

Session structure (45 min each):

  1. Warm-up (5 min) — "Tell me about the last time you signed up for a paid software tool."
  2. Scenario task (25 min)"You've decided to upgrade to the Pro plan. Please go ahead and do that." Observe silently. Do NOT help.
  3. Debrief (10 min) — "Where did you hesitate? What did you expect to happen when you clicked X?"
  4. Rating (5 min) — Single Ease Question: "How difficult was completing the checkout, 1–7?"

What to capture per session:

Moment Action Verbatim quote Emotion
Plan selection Hesitated 8s "Wait, what's the difference again?" Confused
Card entry Looked for PayPal "I usually use PayPal" Mild frustration

Key metrics to track: Task completion rate, time-on-task, error rate, SUS score.

Tools: Maze or Lookback for remote sessions; screen + audio recording mandatory.

Want me to write the full moderator script and the screener survey for participant recruitment?

Get Started

How to install and use this skill in your preferred environment.

Skills are designed for AI coding agents (Claude Code, Cursor, Windsurf) and IDE-based workflows where the agent can read files, run scripts, and act on your codebase. Web-based AI can use the knowledge and frameworks, but won't have tool access.

Models & Context

Which AI models and context windows work best with this skill.

Recommended Models

Best
Claude Opus 4 Claude Sonnet 4 GPT-4.1 Gemini 2.5 Pro Grok 3 Kimi K2
Good
Claude Haiku 4.5 GPT-4.1 mini Gemini 2.5 Flash Grok 3 mini

Larger models produce more detailed, production-ready outputs.

Context Window

This skill's SKILL.md is typically 3–10 KB — fits in any modern context window.

8K Skill only
32K+ Skill + conversation
100K+ Skill + references + codebase

All current frontier models (Claude, GPT, Gemini) support 100K+ context. Use the full window for complex multi-service work.

Pro tips for best results

1

Be specific

Include numbers — users, budget, RPS — so the skill can size the architecture.

2

Share constraints

Compliance needs, team size, and existing stack all improve the output.

3

Iterate

Start with a high-level design, then ask follow-ups for IaC, cost analysis, or security review.

4

Combine skills

Pair with companion skills below for end-to-end coverage.

Ready to try UX Researcher Designer?

Install the skill and start getting expert-level guidance in your workflow — any agent, any IDE.

$skillfish add ~skills/ux-researcher-designer
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