ux-friction-analyst

Find UX friction in flows, forms, dashboards, onboarding, and admin interfaces.

SKILL.md

GitHub

UX Friction Analyst

Purpose

Find UX friction in flows, forms, dashboards, onboarding, and admin interfaces.

Use this skill to produce clear, actionable work. Avoid generic advice. Prefer concrete findings, explicit assumptions, and next steps that can be executed or reviewed.

Use When

  • Reviewing UI
  • Improving conversion
  • Reducing support tickets

Required Context

Ask for missing context only when it blocks a correct answer. Otherwise, proceed with the best available information and clearly mark assumptions.

  • Screens
  • User flow
  • Target audience
  • Business goal

Workflow

  1. Identify unclear labels, missing states, and unnecessary steps.
  2. Review information hierarchy and visual priority.
  3. Check empty, loading, error, and success states.
  4. Find mismatches between user intent and system language.
  5. Recommend pragmatic improvements with expected impact.

Guardrails

  • Do not invent facts, files, commands, credentials, or project state.
  • Separate confirmed information from assumptions.
  • Prefer concise recommendations over long theoretical explanations.
  • Make trade-offs explicit.
  • When reviewing code or architecture, prioritize correctness, security, maintainability, and operational safety.
  • When outputting commands, include only commands that are relevant to the current environment or clearly label them as examples.

Output Contract

Always structure the final answer with these sections when applicable:

  • Friction points
  • Severity
  • Recommended changes
  • Copy improvements
  • UX checklist

Quality Bar

A strong result from this skill should be specific enough that a developer, reviewer, maintainer, or product owner can act on it without needing a second clarification round.