optimize

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排名: #128

安装

npx skills add https://github.com/pbakaus/impeccable --skill optimize
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
,
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
-007
F
;
/ 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
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
(
100
px
)
;
opacity
:
0.5
;
}
/ ❌ CPU-bound (slow) /
.animated
{
left
:
100
px
;
width
:
300
px
;
}
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
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-change
everywhere (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.
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