performance-patterns

A collection of software performance techniques for web front ends and back ends. It covers loading work only when needed, caching results, splitting bundles, optimizing images, and improving database access.

In plain words
What is it for?
Use it when optimizing web applications, including components, routes, images, APIs, database queries, caching, and animations.
Why use it?
It provides practical ways to reduce unnecessary work and improve response times. The guidance helps address slow page loads, large downloads, repeated calculations, and inefficient database queries.

Skill for Claude CodeCodex

Install

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.

agentmods
npx agentmods add skills/subhansh-dev/agent-maxxing/performance-patterns
Any agent
npx skills add subhansh-dev/agent-maxxing --skill performance-patterns
Clone the repo
git clone --depth 1 https://github.com/subhansh-dev/agent-maxxing

Made for: Claude Code, Codex.

Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 477 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00022 $0.00477
Opus 5 $0.00011 $0.00238
Sonnet 5 $0.00004 $0.00095
Haiku 4.5 $0.00002 $0.00048

Measured yesterday against content hash c05b69547b42, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

performance-patterns 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 yesterday.

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.

engineering/performance-patterns/SKILL.md · 75 lines

What it actually says

Performance Patterns

Frontend Performance

Lazy Loading

const HeavyComponent = lazy(() => import('./HeavyComponent'))

Load components only when needed. Use for routes, modals, below-fold content.

Memoization

const memoizedValue = useMemo(() => computeExpensiveValue(a, b), [a, b])
const memoizedFn = useCallback(() => doSomething(a, b), [a, b])

Cache expensive computations and function references.

Code Splitting

Split your bundle by route or feature. Users only download what they need.

Image Optimization

  • Use WebP/AVIF formats
  • Lazy load below-fold images
  • Use responsive images (srcset)
  • Compress images (tinyPNG, Sharp)

CSS Performance

  • Use transform and opacity for animations (GPU-accelerated)
  • Avoid layout triggers (width, height, margin, padding)
  • Use will-change sparingly
  • Minimize repaints with contain

Backend Performance

Caching

  • Cache database queries (Redis, in-memory)
  • Cache API responses (HTTP caching headers)
  • Cache expensive computations (memoization)
  • Cache rendered pages (SSR cache)

Database Optimization

  • Add indexes for frequent queries
  • Use connection pooling
  • Batch inserts/updates
  • Avoid N+1 queries
  • Use EXPLAIN ANALYZE

Async Operations

  • Don't block the event loop
  • Use worker threads for CPU-intensive tasks
  • Stream large responses
  • Queue background jobs

Measurement

  • Lighthouse — overall performance score
  • Core Web Vitals — LCP, FID, CLS
  • Chrome DevTools — Performance tab, Lighthouse tab
  • webpack-bundle-analyzer — bundle size visualization
  • ab / wrk — load testing

Common Anti-Patterns

  • Loading everything upfront
  • Not caching expensive operations
  • Synchronous database calls in loops
  • Large bundle sizes (no code splitting)
  • Unoptimized images (no lazy loading, wrong format)
  • Layout thrashing (reading layout then writing)
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.

  1. yesterday First seen · 75 lines · 22 tokens per session scan A c05b69547b42

Subscribe to this mod's changes

performance-patterns is a skill published in the GitHub repository subhansh-dev/agent-maxxing (2 stars, last pushed 1mo ago), licensed MIT. It adds 22 tokens to every session and 477 once invoked, about $0.0001 per session on Opus 5. 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 2026-08-31.