performance-budget-setter
Defines measurable performance budgets for bundle size, API latency, database queries, and render times. Provides enforcement strategies and monitoring plans. Use for "performance budgets", "performance monitoring", "web vitals", or "optimization targets".
What this skill does
# Performance Budget Setter
Set and enforce performance budgets to maintain fast user experiences.
## Performance Budget Template
```markdown
# Performance Budget: E-Commerce Website
## Bundle Size Budget
| Asset Type | Budget | Current | Status |
| ---------------------- | ---------- | ---------- | ------ |
| Initial JS | 200 KB | 185 KB | ✅ |
| Initial CSS | 50 KB | 48 KB | ✅ |
| Vendor JS | 150 KB | 145 KB | ✅ |
| Fonts | 100 KB | 95 KB | ✅ |
| Images (above fold) | 300 KB | 320 KB | ❌ |
| **Total Initial Load** | **800 KB** | **793 KB** | ✅ |
## API Latency Budget
| Endpoint | p50 | p95 | p99 |
| -------------- | ------ | ------ | ------- |
| GET /products | <100ms | <300ms | <500ms |
| POST /checkout | <200ms | <500ms | <1000ms |
| GET /search | <150ms | <400ms | <800ms |
## Database Query Budget
| Query Type | Budget | Current |
| ---------------- | ------ | ------- |
| Simple reads | <50ms | 42ms |
| Complex joins | <200ms | 185ms |
| Aggregations | <500ms | 450ms |
| Queries per page | <20 | 18 |
## Core Web Vitals
| Metric | Good | Poor | Target |
| ------------------------------ | ------ | ------ | ------ |
| LCP (Largest Contentful Paint) | <2.5s | >4.0s | <2.0s |
| FID (First Input Delay) | <100ms | >300ms | <50ms |
| CLS (Cumulative Layout Shift) | <0.1 | >0.25 | <0.05 |
## Page-Specific Budgets
### Homepage
- Time to Interactive: <3s
- Total Blocking Time: <300ms
- Speed Index: <3s
### Product Page
- Time to Interactive: <4s
- Images loaded: <2s
- Reviews section: <1s
### Checkout
- Time to Interactive: <3s
- Payment processing: <2s
- Zero layout shifts
## Third-Party Scripts
| Service | Budget | Purpose |
| ----------- | ---------- | ---------------- |
| Analytics | 30 KB | Google Analytics |
| Chat Widget | 50 KB | Customer support |
| Payment | 100 KB | Stripe |
| **Total** | **180 KB** | |
```
## Enforcement Strategy
### 1. CI/CD Integration
```yaml
# .github/workflows/performance-budget.yml
name: Performance Budget Check
on: [pull_request]
jobs:
budget-check:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
- name: Build production bundle
run: npm run build
- name: Check bundle size
run: |
npx bundlesize
- name: Lighthouse CI
run: |
npm install -g @lhci/cli
lhci autorun
```
### 2. Webpack Bundle Analyzer
```javascript
// webpack.config.js
const BundleAnalyzerPlugin =
require("webpack-bundle-analyzer").BundleAnalyzerPlugin;
module.exports = {
plugins: [
new BundleAnalyzerPlugin({
analyzerMode: process.env.ANALYZE ? "server" : "disabled",
}),
],
performance: {
hints: "error",
maxAssetSize: 200000, // 200 KB
maxEntrypointSize: 400000, // 400 KB
},
};
```
### 3. package.json Configuration
```json
{
"bundlesize": [
{
"path": "./dist/js/main.*.js",
"maxSize": "200 KB"
},
{
"path": "./dist/css/main.*.css",
"maxSize": "50 KB"
},
{
"path": "./dist/js/vendor.*.js",
"maxSize": "150 KB"
}
]
}
```
## Monitoring Plan
### Real User Monitoring (RUM)
```typescript
// Track Core Web Vitals
import { getCLS, getFID, getFCP, getLCP, getTTFB } from "web-vitals";
function sendToAnalytics(metric) {
const body = JSON.stringify(metric);
if (navigator.sendBeacon) {
navigator.sendBeacon("/analytics", body);
} else {
fetch("/analytics", { body, method: "POST", keepalive: true });
}
}
getCLS(sendToAnalytics);
getFID(sendToAnalytics);
getLCP(sendToAnalytics);
```
### Synthetic Monitoring
```bash
# Lighthouse CI
lhci autorun --config=.lighthouserc.json
# WebPageTest API
curl "https://www.webpagetest.org/runtest.php?url=https://example.com&k=API_KEY"
```
### Performance Dashboard
```markdown
**Daily Metrics:**
- Bundle size trend
- API latency percentiles
- Core Web Vitals scores
- Page load times
**Alerts:**
- Bundle size exceeds budget by 10%
- LCP >2.5s for >5% of users
- API p95 >500ms
- Any metric exceeds budget
```
## Optimization Strategies
### Reduce Bundle Size
```typescript
// Code splitting
const ProductPage = lazy(() => import("./ProductPage"));
// Tree shaking
import { specific } from "library"; // ✅
import * as library from "library"; // ❌
// Dynamic imports
if (featureFlag) {
const module = await import("./feature");
}
```
### Optimize API Calls
```typescript
// Parallel requests
const [user, orders] = await Promise.all([fetchUser(id), fetchOrders(id)]);
// Caching
const cachedData = await redis.get(key);
if (cachedData) return cachedData;
// Pagination
const products = await db.products
.find()
.limit(20)
.skip((page - 1) * 20);
```
### Optimize Database Queries
```sql
-- Add indexes
CREATE INDEX idx_orders_user_created ON orders(user_id, created_at);
-- Limit columns
SELECT id, name FROM products; -- ✅
SELECT * FROM products; -- ❌
-- Use EXPLAIN
EXPLAIN ANALYZE SELECT ...;
```
## Budget Violation Response
### When Budget Exceeded
1. **Immediate:**
- Block PR from merging
- Notify team in Slack
- Create ticket
2. **Within 24 hours:**
- Investigate cause
- Identify optimization opportunities
- Propose fix or budget increase
3. **Decision:**
- Fix code (preferred)
- Increase budget (requires justification)
### Budget Increase Request Template
```markdown
## Budget Increase Request
**Component:** Main JS bundle
**Current Budget:** 200 KB
**Requested Budget:** 250 KB
**Reason:** Added critical feature X
**Impact Analysis:**
- Load time increase: +0.5s
- User impact: Medium
- Revenue impact: Unknown
**Alternatives Considered:**
1. Code splitting: Reduces to 210 KB (preferred)
2. Remove feature Y: Reduces to 195 KB (rejected)
3. Lazy loading: Complex, 3 weeks effort
**Recommendation:** Implement code splitting
```
## Best Practices
1. **Set realistic budgets**: Based on user data
2. **Enforce in CI**: Automated checks
3. **Monitor continuously**: RUM + synthetic
4. **Review quarterly**: Adjust as needed
5. **Prioritize UX**: User-centric metrics
6. **Document exceptions**: Why budget increased
7. **Celebrate wins**: When under budget
## Output Checklist
- [ ] Bundle size budgets defined
- [ ] API latency targets set
- [ ] Database query budgets
- [ ] Core Web Vitals targets
- [ ] Page-specific budgets
- [ ] CI/CD enforcement configured
- [ ] Monitoring dashboard
- [ ] Alert thresholds set
- [ ] Violation response process
- [ ] Regular review schedule
Related in Image & Video
watch
IncludedWatch a video (URL or local path). Downloads with yt-dlp, extracts auto-scaled frames with ffmpeg, pulls the transcript from captions (or Whisper API fallback), and hands the result to Claude so it can answer questions about what's in the video.
physical-ai-defect-image-generation
IncludedUse when the user wants to orchestrate defect image generation, run associated setup, or handle outputs on OSMO. The Day 0 path handles cold-start with USD-to-ROI, image-edit augmentation, and AnomalyGen to create initial PCBA datasets. The Day 1 path performs inference and labeling on real images. This skill helps with first-time asset setup, creation of finetuning checkpoints, and configuring deployment. Trigger keywords: defect image generation, dig workflow, dig pipeline, defect image detection workflow, aoi pipeline, aoi anomalygen, usd2roi anomalygen, day 0 pcba, day 1 pcba, day 1 real-photo alignment, day 1 manual roi, metal surface anomaly, glass defect, anomalygen finetune, setup_pcb, setup_metal, setup_glass, setup_pretrained, dig setup, dig datasets, dig pretrained checkpoint, dig image-edit endpoint.
accelint-react-best-practices
IncludedReact performance optimization and best practices. ALWAYS use this skill when working with any React code - writing components, hooks, JSX; refactoring; optimizing re-renders, memoization, state management; reviewing for performance; fixing hydration mismatches; debugging infinite re-renders, stale closures, input focus loss, animations restarting; preventing remounting; implementing transitions, lazy initialization, effect dependencies. Even simple React tasks benefit from these patterns. Covers React 19+ (useEffectEvent, Activity, ref props). Triggers - useEffect, useState, useMemo, useCallback, memo, inline components, nested components, components inside components, re-render, performance, hydration, SSR, Next.js, useDeferredValue, combined hooks.
elevenlabs-agents
IncludedBuild conversational AI voice agents with ElevenLabs Platform using React, JavaScript, React Native, or Swift SDKs. Configure agents, tools (client/server/MCP), RAG knowledge bases, multi-voice, and Scribe real-time STT. Use when: building voice chat interfaces, implementing AI phone agents with Twilio, configuring agent workflows or tools, adding RAG knowledge bases, testing with CLI "agents as code", or troubleshooting deprecated @11labs packages, Android audio cutoff, CSP violations, dynamic variables, or WebRTC config. Keywords: ElevenLabs Agents, ElevenLabs voice agents, AI voice agents, conversational AI, @elevenlabs/react, @elevenlabs/client, @elevenlabs/react-native, @elevenlabs/elevenlabs-js, @elevenlabs/agents-cli, elevenlabs SDK, voice AI, TTS, text-to-speech, ASR, speech recognition, turn-taking model, WebRTC voice, WebSocket voice, ElevenLabs conversation, agent system prompt, agent tools, agent knowledge base, RAG voice agents, multi-voice agents, pronunciation dictionary, voice speed control, elevenlabs scribe, @11labs deprecated, Android audio cutoff, CSP violation elevenlabs, dynamic variables elevenlabs, case-sensitive tool names, webhook authentication
humanizer
IncludedHumanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 28 pattern detectors, 560+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.
generating-mermaid-diagrams
IncludedSalesforce architecture diagrams using Mermaid with ASCII fallback. Use this skill when generating text-based diagrams for Salesforce architecture, OAuth flows, ERDs, integration sequences, or Agentforce structure. TRIGGER when: user says "diagram", "visualize", "ERD", or asks for sequence diagrams, flowcharts, class diagrams, or architecture visualizations in Mermaid. DO NOT TRIGGER when: user wants PNG/SVG image output (use generating-visual-diagrams), or asks about non-Salesforce systems.