Pwa user simulation

PWA User Simulation Skill

Simulate real user journeys through a web application using Playwright MCP (accessibility tree, structured navigation, assertions) and Chrome DevTools MCP (visual screenshots, DOM inspection, JS evaluation). Produce structured reports with prioritized findings and actionable handoff recommendations.

When to Load References

• Persona definitions → load references/personas.md
• SXO audit checklist → load references/sxo-checklist.md
• MCP tools usage guide → load references/mcp-tools-guide.md
• Journey report template → copy from assets/journey-report.md

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Simulation Protocol (3 Phases)

Phase 1 — Bootstrap & Discovery

1. Verify the app is running (browser_navigate to $BASE_URL or http://localhost:3000)
2. Take an initial screenshot (Chrome DevTools take_screenshot) + accessibility snapshot (Playwright browser_snapshot) to confirm the landing state
3. Load the selected persona from references/personas.md
4. List all navigable routes visible from the current page (links, nav items, CTAs)

Phase 2 — Route-by-Route Exploration

For each route in the persona's journey:

1. Navigate — use Playwright browser_navigate (structured, token-efficient) or Chrome DevTools navigate_page (if vision/screenshot needed)
2. Snapshot — take an accessibility snapshot (browser_snapshot) to read the page structure as an accessibility tree
3. Screenshot — take a visual screenshot (take_screenshot) to capture visual state. Do this at every significant state change: page load, form interaction, modal open, error state, loading state, hover state
4. Interact — simulate user actions: click CTAs (browser_click), fill forms (browser_type), submit, navigate back, toggle dark mode, resize viewport
5. Analyze — for each state, evaluate against the SXO checklist (load references/sxo-checklist.md):
   • Cognitive load: too many elements? Clear visual hierarchy?
   • Affordances: are interactive elements obviously clickable?
   • Navigation depth: how many clicks to reach the goal?
   • Error handling: what happens on wrong input or 401/404/500?
   • Loading states: are there skeletons or spinners?
   • Responsiveness: does the layout adapt to mobile viewport?
6. Log — record each finding with severity (P0/P1/P2), affected route, screenshot reference, and recommended handoff target

Phase 3 — Synthesis & Report

1. Compile all findings using the template from assets/journey-report.md
2. Group by severity: P0 (blocking UX), P1 (significant friction), P2 (polish)
3. For each finding, specify:
   • The affected component/route
   • A description with screenshot reference
   • Recommended fix approach
   • Handoff target: UI (design/component issues), Backend (API errors, data problems), Review (quality gate, patterns)
4. Provide an overall SXO score (0-100) based on the checklist

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MCP Tool Selection Guide

Task	Playwright MCP	Chrome DevTools MCP
Navigate to URL	browser_navigate ✅	navigate_page
Read page structure	browser_snapshot ✅ (accessibility tree)	take_snapshot (DOM)
Visual screenshot	browser_screenshot (with --caps=vision)	take_screenshot ✅
Click element	browser_click ✅ (by ref from snapshot)	click (by selector)
Type text	browser_type ✅	fill
Evaluate JS	—	evaluate_script ✅
Check console errors	browser_console_messages	get_console_message
Network monitoring	—	get_network_request
Run assertions	browser_snapshot + logic (with --caps=testing)	—
Emulate device	--device flag	emulate

Default strategy: Use Playwright for navigation + interaction (token-efficient, structured). Use Chrome DevTools for screenshots + JS evaluation + network inspection (vision-powered, pixel-level).

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Key Principles

1. Think like a user, not a developer — navigate via visible UI elements, not code knowledge
2. Screenshot at every state change — page load, interaction, error, success, loading
3. Accessibility-first exploration — the accessibility tree reveals what screen readers see
4. Mobile-first — always test the smallest viewport first (390×844), then desktop (1920×1080)
5. Feature flags awareness — check which features are enabled/disabled and test both states
6. No code editing — this skill is read-only/browser-only. Findings lead to handoffs, not direct fixes
7. Structured reporting — every finding must be actionable with a clear handoff target

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Anti-Patterns to Detect

• ❌ Click targets < 44×44px on mobile
• ❌ Missing loading states (content flash, layout shift)
• ❌ Forms without validation feedback
• ❌ Navigation dead-ends (no back button, no breadcrumbs)
• ❌ Inconsistent visual hierarchy (competing CTAs)
• ❌ Missing error handling (white screen on 500, generic "Error")
• ❌ Animations without prefers-reduced-motion guard
• ❌ Contrast ratio < 4.5:1 on body text
• ❌ No focus indicators on interactive elements
• ❌ Orphan pages (unreachable from main navigation)