Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/rm2thaddeus/Pixel_DetectiveWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/rules/rm2thaddeus/pixel_detective/nextjs-performance-optimization)<a href="https://agentmods.dev/rules/rm2thaddeus/pixel_detective/nextjs-performance-optimization"><img src="https://agentmods.dev/badge/rules/rm2thaddeus/pixel_detective/nextjs-performance-optimization/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/rules/rm2thaddeus/pixel_detective/nextjs-performance-optimization"><img src="https://agentmods.dev/badge/rules/rm2thaddeus/pixel_detective/nextjs-performance-optimization.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.02480 |
| Opus 5.5 | $0.00000 | $0.00992 |
| Sonnet 5.5 | $0.00000 | $0.00496 |
| Haiku 4.5 | $0.00000 | $0.00248 |
Grade A, and why
nextjs-performance-optimization scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 387 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Next.js Performance Optimization Rules
🚀 PERFORMANCE PATTERNS (From Sprint 10 Architecture Review)
Based on comprehensive analysis of the frontend application and performance bottlenecks identified during Sprint 10.
⚡ IMAGE OPTIMIZATION - CRITICAL
1. Use Next.js Image Component (Not Chakra Image)
// ❌ NEVER: Bypasses Next.js optimization
import { Image } from '@chakra-ui/react'
<Image src="/api/v1/images/123/thumbnail" alt="..." />
// ✅ ALWAYS: Use Next.js optimized images
import NextImage from 'next/image'
<NextImage
src="/api/v1/images/123/thumbnail"
alt="..."
width={300}
height={300}
style={{ objectFit: 'cover' }}
priority={isAboveTheFold}
/>
2. Configure Image Domains in next.config.ts
// ✅ MANDATORY: Whitelist backend domains
const nextConfig: NextConfig = {
images: {
remotePatterns: [
{
protocol: 'http',
hostname: 'localhost',
port: '8002',
pathname: '/api/v1/images/**',
},
{
protocol: 'https',
hostname: process.env.NEXT_PUBLIC_API_HOST || 'api.example.com',
pathname: '/api/v1/images/**',
},
],
},
}
3. Image Loading Strategies
// ✅ Search results grid optimization
<NextImage
src={`/api/v1/images/${result.id}/thumbnail`}
alt={result.payload.filename}
width={300}
height={300}
style={{ objectFit: 'cover' }}
loading="lazy" // Lazy load below fold
placeholder="blur" // Show blur while loading
blurDataURL="data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQ..." // Tiny base64
/>
// ✅ Hero images - load immediately
<NextImage
src="/hero-image.jpg"
alt="Hero"
width={1200}
height={600}
priority={true} // Load immediately
quality={90} // Higher quality for hero
/>
🔄 COMPONENT RE-RENDER OPTIMIZATION
1. Break Down "God Components" (Sprint 10 Lesson)
// ❌ PROBLEM: 424-line HomePage causes full re-renders
export default function HomePage() {
const [query, setQuery] = useState('')
const [results, setResults] = useState([])
const [loading, setLoading] = useState(false)
// ... 400+ more lines
}
// ✅ SOLUTION: Extract into focused components
export default function HomePage() {
return (
<Box>
<SearchSection />
<ResultsSection />
<StatusSection />
</Box>
)
}
// ✅ Each component manages only its own state
function SearchSection() {
const [query, setQuery] = useState('')
// Only re-renders when query changes
}
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 387 lines · 0 tokens per session scan A 9df1a8580453
nextjs-performance-optimization is a cursor rule published in the GitHub repository rm2thaddeus/Pixel_Detective (21 stars, last pushed 8mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,480 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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