performance

Installation
SKILL.md

Performance

Comprehensive performance optimization patterns for frontend, backend, and LLM inference.

Quick Reference

Category Rules Impact When to Use
Core Web Vitals 4 CRITICAL LCP, INP, CLS optimization with 2026 thresholds
Render Optimization 3 HIGH React Compiler, memoization, virtualization
Lazy Loading 3 HIGH Code splitting, route splitting, preloading
Image Optimization 3 HIGH Next.js Image, AVIF/WebP, responsive images
Profiling & Backend 3 MEDIUM React DevTools, py-spy, bundle analysis
LLM Inference 3 MEDIUM vLLM, quantization, speculative decoding
Caching 2 HIGH Redis cache-aside, prompt caching, HTTP cache headers
Query & Data Fetching 2 HIGH TanStack Query prefetching, optimistic updates, rollback
Sustainability 1 MEDIUM Page weight budgets, lazy loading, optimized formats, dark mode

Total: 24 rules across 9 categories

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Installs
151
GitHub Stars
170
First Seen
Feb 14, 2026