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The optimize skill identifies and fixes performance issues to create faster, smoother user experiences. It addresses loading speed, rendering performance, animations, bundle size, and network efficiency.

When to Use

Use the optimize skill when you need to:
  • Improve page load times and Core Web Vitals scores
  • Reduce JavaScript bundle size
  • Fix slow animations or janky interactions
  • Optimize images and assets
  • Reduce layout thrashing and reflows
  • Improve mobile performance
  • Make the interface feel faster and more responsive

Parameters

target
string
The specific feature or area to optimize. If not specified, optimizes the entire interface.

Important Principle

Measure before and after. Premature optimization wastes time. Optimize what actually matters based on real performance data, not assumptions.

Workflow

The optimize skill follows a systematic approach:
1

Assess Performance Issues

Understand current performance and identify problems:Measure current state:
  • Core Web Vitals: LCP, FID/INP, CLS scores
  • Load time: Time to interactive, first contentful paint
  • Bundle size: JavaScript, CSS, image sizes
  • Runtime performance: Frame rate, memory usage, CPU usage
  • Network: Request count, payload sizes, waterfall
Identify bottlenecks:
  • What’s slow? (Initial load? Interactions? Animations?)
  • What’s causing it? (Large images? Expensive JavaScript? Layout thrashing?)
  • How bad is it? (Perceivable? Annoying? Blocking?)
  • Who’s affected? (All users? Mobile only? Slow connections?)
2

Apply Optimization Strategy

Systematically improve performance across all relevant dimensions (see below).
3

Verify Improvements

Test that optimizations worked:
  • Compare before/after Lighthouse scores
  • Track improvements for real users (RUM)
  • Test on low-end Android devices
  • Throttle to 3G and test experience
  • Ensure no functionality regressions
  • Confirm it feels faster

Optimization Strategies

Loading Performance

Optimize Images

  • Use modern formats (WebP, AVIF)
  • Proper sizing (don’t load 3000px image for 300px display)
  • Lazy loading for below-fold images
  • Responsive images (srcset, picture element)
  • Compress images (80-85% quality is usually imperceptible)
  • Use CDN for faster delivery
<img 
  src="hero.webp"
  srcset="hero-400.webp 400w, hero-800.webp 800w, hero-1200.webp 1200w"
  sizes="(max-width: 400px) 400px, (max-width: 800px) 800px, 1200px"
  loading="lazy"
  alt="Hero image"
/>

Reduce JavaScript Bundle

  • Code splitting (route-based, component-based)
  • Tree shaking (remove unused code)
  • Remove unused dependencies
  • Lazy load non-critical code
  • Use dynamic imports for large components
// Lazy load heavy component
const HeavyChart = lazy(() => import('./HeavyChart'));

Optimize CSS

  • Remove unused CSS
  • Critical CSS inline, rest async
  • Minimize CSS files
  • Use CSS containment for independent regions

Optimize Fonts

  • Use font-display: swap or optional
  • Subset fonts (only characters you need)
  • Preload critical fonts
  • Use system fonts when appropriate
  • Limit font weights loaded
@font-face {
  font-family: 'CustomFont';
  src: url('/fonts/custom.woff2') format('woff2');
  font-display: swap; /* Show fallback immediately */
  unicode-range: U+0020-007F; /* Basic Latin only */
}

Rendering Performance

Avoid Layout Thrashing

// ❌ Bad: Alternating reads and writes (causes reflows)
elements.forEach(el => {
  const height = el.offsetHeight; // Read (forces layout)
  el.style.height = height * 2; // Write
});

// ✅ Good: Batch reads, then batch writes
const heights = elements.map(el => el.offsetHeight); // All reads
elements.forEach((el, i) => {
  el.style.height = heights[i] * 2; // All writes
});

Optimize Rendering

  • Use CSS contain property for independent regions
  • Minimize DOM depth (flatter is faster)
  • Reduce DOM size (fewer elements)
  • Use content-visibility: auto for long lists
  • Virtual scrolling for very long lists (react-window, react-virtualized)

Reduce Paint & Composite

  • Use transform and opacity for animations (GPU-accelerated)
  • Avoid animating layout properties (width, height, top, left)
  • Use will-change sparingly for known expensive operations
  • Minimize paint areas (smaller is faster)

Animation Performance

GPU Acceleration

/* ✅ GPU-accelerated (fast) */
.animated {
  transform: translateX(100px);
  opacity: 0.5;
}

/* ❌ CPU-bound (slow) */
.animated {
  left: 100px;
  width: 300px;
}

Smooth 60fps

  • Target 16ms per frame (60fps)
  • Use requestAnimationFrame for JS animations
  • Debounce/throttle scroll handlers
  • Use CSS animations when possible
  • Avoid long-running JavaScript during animations

Intersection Observer

// Efficiently detect when elements enter viewport
const observer = new IntersectionObserver((entries) => {
  entries.forEach(entry => {
    if (entry.isIntersecting) {
      // Element is visible, lazy load or animate
    }
  });
});

React/Framework Optimization

React-specific

  • Use memo() for expensive components
  • useMemo() and useCallback() for expensive computations
  • Virtualize long lists
  • Code split routes
  • Avoid inline function creation in render
  • Use React DevTools Profiler

Framework-agnostic

  • Minimize re-renders
  • Debounce expensive operations
  • Memoize computed values
  • Lazy load routes and components

Network Optimization

Reduce Requests

  • Combine small files
  • Use SVG sprites for icons
  • Inline small critical assets
  • Remove unused third-party scripts

Optimize APIs

  • Use pagination (don’t load everything)
  • GraphQL to request only needed fields
  • Response compression (gzip, brotli)
  • HTTP caching headers
  • CDN for static assets

Optimize for Slow Connections

  • Adaptive loading based on connection (navigator.connection)
  • Optimistic UI updates
  • Request prioritization
  • Progressive enhancement

Core Web Vitals Optimization

Largest Contentful Paint (LCP < 2.5s)

  • Optimize hero images
  • Inline critical CSS
  • Preload key resources
  • Use CDN
  • Server-side rendering

First Input Delay (FID < 100ms) / INP (< 200ms)

  • Break up long tasks
  • Defer non-critical JavaScript
  • Use web workers for heavy computation
  • Reduce JavaScript execution time

Cumulative Layout Shift (CLS < 0.1)

  • Set dimensions on images and videos
  • Don’t inject content above existing content
  • Use aspect-ratio CSS property
  • Reserve space for ads/embeds
  • Avoid animations that cause layout shifts
/* Reserve space for image */
.image-container {
  aspect-ratio: 16 / 9;
}

Performance Monitoring

Tools to use:
  • Chrome DevTools (Lighthouse, Performance panel)
  • WebPageTest
  • Core Web Vitals (Chrome UX Report)
  • Bundle analyzers (webpack-bundle-analyzer)
  • Performance monitoring (Sentry, DataDog, New Relic)
Key metrics:
  • LCP, FID/INP, CLS (Core Web Vitals)
  • Time to Interactive (TTI)
  • First Contentful Paint (FCP)
  • Total Blocking Time (TBT)
  • Bundle size
  • Request count
Measure on real devices with real network conditions. Desktop Chrome with fast connection isn’t representative.

Usage Example

# Optimize entire interface
/optimize

# Optimize specific feature
/optimize target="product gallery"

Best Practices

DO:
  • Measure before optimizing
  • Test on real devices (especially low-end Android)
  • Test with throttled connections (3G)
  • Optimize the biggest bottleneck first
  • Track real user monitoring data
NEVER:
  • Optimize without measuring (premature optimization)
  • Sacrifice accessibility for performance
  • Break functionality while optimizing
  • Use will-change everywhere (creates new layers, uses memory)
  • Lazy load above-fold content
  • Optimize micro-optimizations while ignoring major issues
  • Forget about mobile performance (often slower devices, slower connections)

Important Notes

Performance is a feature. Fast experiences feel more responsive, more polished, more professional. Optimize systematically, measure ruthlessly, and prioritize user-perceived performance.

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