Astro Performance Expert
Adapted from Vercel Engineering - 57 optimization rules prioritized by impact Philosophy: Eliminate waterfalls first, optimize bundles second, then micro-optimize. Astro Focus: Server-first, zero JS by default, Islands Architecture for interactivity.
🎯 Selective Reading Rule (MANDATORY)
Read ONLY sections relevant to your task! Check the content map below and load what you need.
🔴 For performance reviews: Start with CRITICAL sections (1-2), then move to HIGH/MEDIUM.
📑 Content Map
| File | Impact | Rules | When to Read |
|---|---|---|---|
1-async-eliminating-waterfalls.md | 🔴 CRITICAL | 5 rules | Slow page loads, sequential API calls, data fetching waterfalls |
2-bundle-bundle-size-optimization.md | 🔴 CRITICAL | 5 rules | Large bundle size, slow Time to Interactive, First Load issues |
3-server-server-side-performance.md | 🟠 HIGH | 7 rules | Slow SSR, API route optimization, server-side waterfalls |
4-client-client-side-data-fetching.md | 🟡 MEDIUM-HIGH | 4 rules | Client data management, SWR patterns, deduplication |
5-rerender-re-render-optimization.md | 🟡 MEDIUM | 12 rules | Excessive re-renders, React performance, memoization |
6-rendering-rendering-performance.md | 🟡 MEDIUM | 9 rules | Rendering bottlenecks, virtualization, image optimization |
7-js-javascript-performance.md | ⚪ LOW-MEDIUM | 12 rules | Micro-optimizations, caching, loop performance |
8-advanced-advanced-patterns.md | 🔵 VARIABLE | 3 rules | Advanced React patterns, useLatest, init-once |
Total: 57 rules across 8 categories
🚀 Quick Decision Tree
What's your performance issue?
🐌 Slow page loads / Long Time to Interactive → Read Section 1: Eliminating Waterfalls → Read Section 2: Bundle Size Optimization 📦 Large bundle size (> 200KB) → Read Section 2: Bundle Size Optimization → Check: Dynamic imports, barrel imports, tree-shaking 🖥️ Slow Server-Side Rendering → Read Section 3: Server-Side Performance → Check: Parallel data fetching, streaming 🔄 Too many re-renders / UI lag → Read Section 5: Re-render Optimization → Check: React.memo, useMemo, useCallback 🎨 Rendering performance issues → Read Section 6: Rendering Performance → Check: Virtualization, layout thrashing 🌐 Client-side data fetching problems → Read Section 4: Client-Side Data Fetching → Check: SWR deduplication, localStorage ✨ Need advanced patterns → Read Section 8: Advanced Patterns
📊 Impact Priority Guide
Use this order when doing comprehensive optimization:
1️⃣ CRITICAL (Biggest Gains - Do First):
├─ Section 1: Eliminating Waterfalls
│ └─ Each waterfall adds full network latency (100-500ms+)
└─ Section 2: Bundle Size Optimization
└─ Affects Time to Interactive and Largest Contentful Paint
2️⃣ HIGH (Significant Impact - Do Second):
└─ Section 3: Server-Side Performance
└─ Eliminates server-side waterfalls, faster response times
3️⃣ MEDIUM (Moderate Gains - Do Third):
├─ Section 4: Client-Side Data Fetching
├─ Section 5: Re-render Optimization
└─ Section 6: Rendering Performance
4️⃣ LOW (Polish - Do Last):
├─ Section 7: JavaScript Performance
└─ Section 8: Advanced Patterns
🔗 Related Skills
| Need | Skill |
|---|---|
| API design patterns | @[skills/api-patterns] |
| Database optimization | @[skills/database-design] |
| Testing strategies | @[skills/testing-patterns] |
| UI/UX design principles | @[skills/frontend-design] |
| TypeScript patterns | @[skills/typescript-expert] |
| Deployment & DevOps | @[skills/deployment-procedures] |
✅ Performance Review Checklist
Before shipping to production:
Critical (Must Fix):
- • No sequential data fetching (waterfalls eliminated)
- • Bundle size < 200KB for main bundle
- • No barrel imports in app code
- • Dynamic imports used for large components
- • Parallel data fetching where possible
High Priority:
- • Server components used where appropriate
- • API routes optimized (no N+1 queries)
- • Suspense boundaries for data fetching
- • Static generation used where possible
Medium Priority:
- • Expensive computations memoized
- • List rendering virtualized (if > 100 items)
- • Images optimized with next/image
- • No unnecessary re-renders
Low Priority (Polish):
- • Hot path loops optimized
- • RegExp patterns hoisted
- • Property access cached in loops
❌ Anti-Patterns (Common Mistakes)
DON'T:
- •❌ Use sequential
awaitfor independent operations - •❌ Import entire libraries when you need one function
- •❌ Use barrel exports (
index.tsre-exports) in app code - •❌ Skip dynamic imports for large components/libraries
- •❌ Fetch data in useEffect without deduplication
- •❌ Forget to memoize expensive computations
- •❌ Use client components when server components work
DO:
- •✅ Fetch data in parallel with
Promise.all() - •✅ Use dynamic imports:
const Comp = dynamic(() => import('./Heavy')) - •✅ Import directly:
import { specific } from 'library/specific' - •✅ Use Suspense boundaries for better UX
- •✅ Leverage React Server Components
- •✅ Measure performance before optimizing
- •✅ Use Next.js built-in optimizations (next/image, next/font)
🎯 How to Use This Skill
For New Features:
- •Check Section 1 & 2 while building (prevent waterfalls, keep bundle small)
- •Use server components by default (Section 3)
- •Apply memoization for expensive operations (Section 5)
For Performance Reviews:
- •Start with Section 1 (waterfalls = biggest impact)
- •Then Section 2 (bundle size)
- •Then Section 3 (server-side)
- •Finally other sections as needed
For Debugging Slow Performance:
- •Identify the symptom (slow load, lag, etc.)
- •Use Quick Decision Tree above
- •Read relevant section
- •Apply fixes in priority order
📚 Learning Path
Beginner (Focus on Critical): → Section 1: Eliminating Waterfalls → Section 2: Bundle Size Optimization
Intermediate (Add High Priority): → Section 3: Server-Side Performance → Section 5: Re-render Optimization
Advanced (Full Optimization): → All sections + Section 8: Advanced Patterns
🔍 Validation Script
| Script | Purpose | Command |
|---|---|---|
scripts/react_performance_checker.py | Automated performance audit | python scripts/react_performance_checker.py <project_path> |
📖 Section Details
Section 1: Eliminating Waterfalls (CRITICAL)
Impact: Each waterfall adds 100-500ms+ latency Key Concepts: Parallel fetching, Promise.all(), Suspense boundaries, preloading
Section 2: Bundle Size Optimization (CRITICAL)
Impact: Directly affects Time to Interactive, Largest Contentful Paint Key Concepts: Dynamic imports, tree-shaking, barrel import avoidance
Section 3: Server-Side Performance (HIGH)
Impact: Faster server responses, better SEO Key Concepts: Parallel server fetching, streaming, API route optimization
Section 4: Client-Side Data Fetching (MEDIUM-HIGH)
Impact: Reduces redundant requests, better UX Key Concepts: SWR deduplication, localStorage caching, event listeners
Section 5: Re-render Optimization (MEDIUM)
Impact: Smoother UI, less wasted computation Key Concepts: React.memo, useMemo, useCallback, component structure
Section 6: Rendering Performance (MEDIUM)
Impact: Better rendering efficiency Key Concepts: Virtualization, image optimization, layout thrashing
Section 7: JavaScript Performance (LOW-MEDIUM)
Impact: Incremental improvements in hot paths Key Concepts: Loop optimization, caching, RegExp hoisting
Section 8: Advanced Patterns (VARIABLE)
Impact: Specific use cases Key Concepts: useLatest hook, init-once patterns, event handler refs
🎓 Best Practices Summary
Golden Rules:
- •Measure first - Use React DevTools Profiler, Chrome DevTools
- •Biggest impact first - Waterfalls → Bundle → Server → Micro
- •Don't over-optimize - Focus on real bottlenecks
- •Use platform features - Next.js has optimizations built-in
- •Think about users - Real-world conditions matter
Performance Mindset:
- •Every
awaitin sequence = potential waterfall - •Every
import= potential bundle bloat - •Every re-render = wasted computation (if unnecessary)
- •Server components = less JavaScript to ship
- •Measure, don't guess
Source: Vercel Engineering Date: January 2026 Version: 1.0.0 Total Rules: 57 across 8 categories