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Optimize application performance - bundle size, API response times, database queries, React rendering, and serverless function performance. Use when investigating slow pages, profiling, load testing, or before production deployments.
npx skill4agent add sgcarstrends/sgcarstrends performance# Lighthouse audit
npx lighthouse https://sgcarstrends.com --view
# Bundle analysis
cd apps/web && ANALYZE=true pnpm build
# Load test with k6
k6 run --vus 100 --duration 5m load-test.js// ❌ Static import (loads immediately)
import { HeavyComponent } from "./heavy-component";
// ✅ Dynamic import (lazy load)
import dynamic from "next/dynamic";
const HeavyComponent = dynamic(() => import("./heavy-component"), {
loading: () => <div>Loading...</div>,
ssr: false,
});// ❌ Imports entire library
import _ from "lodash";
// ✅ Import only what you need
import uniq from "lodash/uniq";// useMemo for expensive calculations
const processed = useMemo(() => expensiveOperation(data), [data]);
// useCallback for stable function references
const handleClick = useCallback(() => doSomething(), []);
// React.memo for pure components
const Child = React.memo(function Child({ name }) {
return <div>{name}</div>;
});import { FixedSizeList } from "react-window";
<FixedSizeList height={600} itemCount={items.length} itemSize={100} width="100%">
{({ index, style }) => <Item style={style} data={items[index]} />}
</FixedSizeList>// packages/database/src/schema/cars.ts
export const cars = pgTable("cars", {
make: text("make").notNull(),
month: text("month").notNull(),
}, (table) => ({
makeIdx: index("cars_make_idx").on(table.make),
}));// ❌ N+1 queries
for (const post of posts) {
post.author = await db.query.users.findFirst({ where: eq(users.id, post.authorId) });
}
// ✅ Single query with relation
const posts = await db.query.posts.findMany({ with: { author: true } });// ❌ Selects all columns
const users = await db.query.users.findMany();
// ✅ Select specific columns
const users = await db.select({ id: users.id, name: users.name }).from(users);const cars = await db.query.cars.findMany({
limit: 20,
offset: (page - 1) * 20,
});import { redis } from "@sgcarstrends/utils";
export async function getCarsWithCache(make: string) {
const cacheKey = `cars:${make}`;
const cached = await redis.get(cacheKey);
if (cached) return JSON.parse(cached as string);
const cars = await db.query.cars.findMany({ where: eq(cars.make, make) });
await redis.set(cacheKey, JSON.stringify(cars), { ex: 3600 });
return cars;
}// Revalidate every hour
export const revalidate = 3600;
// Or use fetch with caching
const data = await fetch(url, { next: { revalidate: 3600 } });import Image from "next/image";
// ✅ Optimized image with priority for above-fold
<Image
src="/hero.jpg"
alt="Hero"
fill
sizes="(max-width: 768px) 100vw, 50vw"
priority
/>// API route with optimized config
export const config = {
maxDuration: 60, // seconds
};
// Use edge functions for low-latency endpoints
export const runtime = "edge";// apps/api/src/middleware/performance.ts
export const performanceMiddleware = async (c: Context, next: Next) => {
const start = performance.now();
await next();
const duration = performance.now() - start;
c.header("X-Response-Time", `${Math.round(duration)}ms`);
if (duration > 1000) {
log.warn("Slow request", { path: c.req.path, duration: Math.round(duration) });
}
};const start = performance.now();
const result = await db.query.cars.findMany();
const duration = performance.now() - start;
if (duration > 100) {
console.warn(`Slow query: ${duration}ms`);
}// load-test.js (k6)
import http from "k6/http";
import { check } from "k6";
export const options = {
stages: [
{ duration: "2m", target: 100 },
{ duration: "5m", target: 100 },
{ duration: "2m", target: 0 },
],
thresholds: {
http_req_duration: ["p(95)<500"],
http_req_failed: ["rate<0.01"],
},
};
export default function() {
const res = http.get("https://api.sgcarstrends.com/api/v1/cars/makes");
check(res, { "status 200": (r) => r.status === 200 });
}