optimize
pbakaus/impeccable
Diagnose and fix UI performance issues across loading, rendering, animations, images, and bundle size.
What is optimize?
Systematically identifies and resolves performance bottlenecks in web applications. Use when users report slow load times, laggy interactions, janky animations, or large bundle sizes. Covers Core Web Vitals, runtime performance, and network optimization.
- Measures current performance state (Core Web Vitals, load time, bundle size, runtime metrics)
- Identifies bottlenecks and their root causes across loading, rendering, and animations
- Optimizes images with modern formats, responsive sizing, and lazy loading
- Reduces JavaScript bundle through code splitting, tree shaking, and dynamic imports
- Improves rendering performance by eliminating layout thrashing and optimizing paint/composite
- Provides GPU-accelerated animation patterns and 60fps optimization techniques
How to install optimize
npx skills add https://github.com/pbakaus/impeccable --skill optimizeHow to use optimize
- 1.Measure current performance using Chrome DevTools Lighthouse, Performance panel, or WebPageTest
- 2.Identify the biggest bottleneck (loading, rendering, or animations) affecting users most
- 3.Apply targeted optimizations: image optimization, code splitting, rendering fixes, or animation improvements
- 4.Verify improvements by comparing before/after metrics on real devices and slow connections
- 5.Monitor real user metrics to ensure optimizations benefit actual users
Use cases
- Reduce Largest Contentful Paint (LCP) by optimizing hero images and critical resources
- Fix janky animations by using GPU-accelerated transforms instead of layout properties
- Decrease bundle size through code splitting and removing unused dependencies
- Improve Core Web Vitals scores for better SEO and user experience
- Optimize for slow connections with adaptive loading and progressive enhancement
- Frontend developers optimizing web application performance
- Product teams focused on user experience and Core Web Vitals
- Mobile-first developers targeting low-end devices and slow connections
- React and framework developers needing rendering optimization
- Teams using Lighthouse, WebPageTest, or performance monitoring tools
optimize FAQ
No. Measure first to identify the biggest bottleneck, then optimize that. Premature optimization wastes time. Focus on what actually matters to users.
Use Chrome DevTools Lighthouse, WebPageTest, or Core Web Vitals monitoring. Test on real devices with real network conditions (3G throttling), not just desktop with fast connections.
LCP (Largest Contentful Paint < 2.5s) measures loading speed, FID/INP (< 100-200ms) measures interactivity responsiveness, and CLS (< 0.1) measures visual stability. All three are Core Web Vitals.
No. Only lazy load below-fold content. Above-fold images should load immediately to improve LCP and user-perceived performance.
No. Never sacrifice accessibility, functionality, or user experience for micro-optimizations. Performance is important, but not at the cost of core features.
Full instructions (SKILL.md)
Source of truth, from pbakaus/impeccable.
name: optimize description: Diagnoses and fixes UI performance across loading speed, rendering, animations, images, and bundle size. Use when the user mentions slow, laggy, janky, performance, bundle size, load time, or wants a faster, smoother experience. version: 2.1.1 user-invocable: true argument-hint: "[target]"
Identify and fix performance issues to create faster, smoother user experiences.
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?)
CRITICAL: Measure before and after. Premature optimization wastes time. Optimize what actually matters.
Optimization Strategy
Create systematic improvement plan:
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,pictureelement) - 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: swaporoptional - 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 */
}
Optimize Loading Strategy:
- Critical resources first (async/defer non-critical)
- Preload critical assets
- Prefetch likely next pages
- Service worker for offline/caching
- HTTP/2 or HTTP/3 for multiplexing
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
containproperty for independent regions - Minimize DOM depth (flatter is faster)
- Reduce DOM size (fewer elements)
- Use
content-visibility: autofor long lists - Virtual scrolling for very long lists (react-window, react-virtualized)
Reduce Paint & Composite:
- Use
transformandopacityfor animations (GPU-accelerated) - Avoid animating layout properties (width, height, top, left)
- Use
will-changesparingly 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
requestAnimationFramefor 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()anduseCallback()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-ratioCSS 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
IMPORTANT: Measure on real devices with real network conditions. Desktop Chrome with fast connection isn't representative.
NEVER:
- Optimize without measuring (premature optimization)
- Sacrifice accessibility for performance
- Break functionality while optimizing
- Use
will-changeeverywhere (creates new layers, uses memory) - Lazy load above-fold content
- Optimize micro-optimizations while ignoring major issues (optimize the biggest bottleneck first)
- Forget about mobile performance (often slower devices, slower connections)
Verify Improvements
Test that optimizations worked:
- Before/after metrics: Compare Lighthouse scores
- Real user monitoring: Track improvements for real users
- Different devices: Test on low-end Android, not just flagship iPhone
- Slow connections: Throttle to 3G, test experience
- No regressions: Ensure functionality still works
- User perception: Does it feel faster?
Remember: Performance is a feature. Fast experiences feel more responsive, more polished, more professional. Optimize systematically, measure ruthlessly, and prioritize user-perceived performance.
Related skills
More from pbakaus/impeccable and the wider catalog.
impeccable
Design and iterate production-grade frontend interfaces with real working code and exceptional craft.
polish
Final quality pass fixing alignment, spacing, consistency, and micro-details before shipping.
critique
Evaluate design from a UX perspective with quantitative scoring, persona testing, and automated anti-pattern detection.
audit
Run technical quality checks across accessibility, performance, theming, responsive design, and anti-patterns with severity ratings.
animate
Review features and add purposeful animations, micro-interactions, and motion effects that improve usability and delight.
adapt
Adapt designs across screen sizes, devices, and platforms with responsive layouts and context-aware patterns.