webperf-loading
Testing & QualityIntelligent loading performance analysis with automated workflows for TTFB investigation (DNS/connection/server breakdown), render-blocking detection, script performance deep dive (first vs third-party attribution), font optimization, and resource hints validation. Includes decision trees that automatically analyze TTFB sub-parts when slow, detect script loading anti-patterns (async/defer/preload conflicts), identify render-blocking resources, and validate resource hints usage. Features workflows for complete loading audit (6 phases), backend performance investigation, and priority optimization. Cross-skill integration with Core Web Vitals (LCP resource loading), Interaction (script execution blocking), and Media (lazy loading strategy). Use when the user asks about TTFB, FCP, render-blocking, slow loading, font performance, script optimization, or resource hints. Compatible with Chrome DevTools MCP.
How to use this skill
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WebPerf: Loading Performance
JavaScript snippets for measuring web performance in Chrome DevTools. Execute with mcp__chrome-devtools__evaluate_script, capture output with mcp__chrome-devtools__get_console_message.
Scripts
scripts/Back-Forward-Cache.js— Back Forward Cachescripts/CSS-Media-Queries-Analysis.js— CSS Media Queries Analysisscripts/Cache-Strategy-Analysis.js— Cache Strategy Analysisscripts/Client-Side-Redirect-Detection.js— Client Side Redirect Detectionscripts/Content-Visibility.js— Content Visibilityscripts/Critical-CSS-Detection.js— Critical CSS Detectionscripts/Event-Processing-Time.js— Event Processing Timescripts/FCP.js— First Contentful Paint (FCP)scripts/Find-Above-The-Fold-Lazy-Loaded-Images.js— Find Above The Fold Lazy Loaded Imagesscripts/Find-Images-With-Lazy-and-Fetchpriority.js— Find Images With Loading Lazy and Fetchpriorityscripts/Find-non-Lazy-Loaded-Images-outside-of-the-viewport.js— Find non Lazy Loaded Images outside of the viewportscripts/Find-render-blocking-resources.js— Find render-blocking resourcesscripts/First-And-Third-Party-Script-Info.js— First And Third Party Script Infoscripts/First-And-Third-Party-Script-Timings.js— First And Third Party Script Timingsscripts/Fonts-Preloaded-Loaded-and-used-above-the-fold.js— Fonts Preloaded, Loaded, and Used Above The Foldscripts/Inline-CSS-Info-and-Size.js— Inline CSS Info and Sizescripts/Inline-Script-Info-and-Size.js— Inline Script Info and Sizescripts/JS-Execution-Time-Breakdown.js— JavaScript Execution Time Breakdownscripts/Prefetch-Resource-Validation.js— Prefetch Resource Validationscripts/Priority-Hints-Audit.js— Priority Hints Auditscripts/Resource-Hints-Validation.js— Resource Hints Validationscripts/Resource-Hints.js— Resource Hintsscripts/SSR-Hydration-Data-Analysis.js— SSR Framework Hydration Data Analysisscripts/Script-Loading.js— Scripts Loadingscripts/Service-Worker-Analysis.js— Service Worker Analysisscripts/TTFB-Resources.js— Time To First Byte: Measure TTFB for all resourcesscripts/TTFB-Sub-Parts.js— Time To First Byte: Measure TTFB sub-partsscripts/TTFB.js— Time To First Byte: Measure the time to first bytescripts/Validate-Preload-Async-Defer-Scripts.js— Validate Preload Async Defer Scripts
Common Workflows
Complete Loading Performance Audit
When the user asks for a comprehensive loading analysis or "audit loading performance":
- TTFB.js - Establish baseline server/network performance
- FCP.js - Check initial render timing
- Find-render-blocking-resources.js - Identify what's blocking rendering
- Critical-CSS-Detection.js - Validate CSS strategy
- Script-Loading.js - Audit script loading patterns
- Resource-Hints-Validation.js - Check optimization hints
Server/Backend Performance Investigation
When TTFB is slow or the user asks "why is my server slow":
- TTFB.js - Measure overall TTFB
- TTFB-Sub-Parts.js - Break down into DNS, connection, server time
- Service-Worker-Analysis.js - Check for SW overhead impacting TTFB
- TTFB-Resources.js - Identify slow third-party or API endpoints
Font Loading Optimization
When the user asks about fonts, FOIT, FOUT, or font performance:
- Fonts-Preloaded-Loaded-and-used-above-the-fold.js - Full font audit
- Resource-Hints-Validation.js - Verify font preloads are correct
- Find-render-blocking-resources.js - Check if fonts block rendering
Script Performance Deep Dive
When scripts are suspected to slow down the page:
- Script-Loading.js - Identify blocking scripts and loading strategy
- First-And-Third-Party-Script-Info.js - Separate first vs third-party impact
- First-And-Third-Party-Script-Timings.js - Diagnose slow script connections
- JS-Execution-Time-Breakdown.js - Network vs parse/execution time
- Inline-Script-Info-and-Size.js - Measure inline script overhead
- Validate-Preload-Async-Defer-Scripts.js - Find preload anti-patterns
Resource Hints & Priority Optimization
When the user wants to optimize resource loading priorities:
- Resource-Hints.js - Overview of all hints in use
- Resource-Hints-Validation.js - Verify hints are actually used
- Priority-Hints-Audit.js - Check fetchpriority usage
- Prefetch-Resource-Validation.js - Validate prefetch strategy
- Validate-Preload-Async-Defer-Scripts.js - Find conflicts
CSS Optimization Workflow
When CSS is bloated or blocking rendering:
- Critical-CSS-Detection.js - Check critical CSS strategy
- Inline-CSS-Info-and-Size.js - Measure inline CSS overhead
- CSS-Media-Queries-Analysis.js - Find unused responsive CSS
- Find-render-blocking-resources.js - Identify blocking stylesheets
SSR/Framework Performance
When analyzing Next.js, Nuxt, Remix, or other SSR frameworks:
- SSR-Hydration-Data-Analysis.js - Analyze hydration data size
- Script-Loading.js - Check framework script loading patterns
- JS-Execution-Time-Breakdown.js - Measure hydration execution cost
- Content-Visibility.js - Check if content-visibility is used for optimization
Decision Tree
Use this decision tree to automatically run follow-up snippets based on results:
After TTFB.js
- If TTFB > 600ms → Run TTFB-Sub-Parts.js to diagnose where time is spent
- If Service Worker detected → Run Service-Worker-Analysis.js to check for SW overhead
- If TTFB varies significantly across resources → Run TTFB-Resources.js
After FCP.js
- If FCP > 1.8s → Run:
- Find-render-blocking-resources.js (CSS/JS blocking)
- Critical-CSS-Detection.js (CSS strategy)
- Script-Loading.js (blocking scripts)
- If FCP is good but user complains about perceived slowness → Check LCP with webperf-core-web-vitals skill
After Find-render-blocking-resources.js
- If blocking stylesheets found → Run Critical-CSS-Detection.js
- If blocking scripts found → Run:
- Script-Loading.js (loading strategy)
- Validate-Preload-Async-Defer-Scripts.js (check for anti-patterns)
- If fonts blocking → Run Fonts-Preloaded-Loaded-and-used-above-the-fold.js
After Script-Loading.js
- If many blocking/parser-blocking scripts → Run:
- JS-Execution-Time-Breakdown.js (measure execution cost)
- First-And-Third-Party-Script-Info.js (identify third-party culprits)
- If third-party scripts detected → Run First-And-Third-Party-Script-Timings.js
- If large inline scripts → Run Inline-Script-Info-and-Size.js
After Resource-Hints-Validation.js
- If unused preloads found → Recommend removing them
- If missing preloads for critical resources → Run:
- Fonts-Preloaded-Loaded-and-used-above-the-fold.js (fonts)
- Priority-Hints-Audit.js (LCP candidate)
- If preloads on async/defer scripts → Run Validate-Preload-Async-Defer-Scripts.js
After Service-Worker-Analysis.js
- If SW overhead > 100ms → Recommend Navigation Preload API
- If SW caching many resources → Run TTFB-Resources.js to verify cache hits
- If SW not detected but site is SPA/PWA → Recommend implementing SW
After Fonts-Preloaded-Loaded-and-used-above-the-fold.js
- If fonts preloaded but not used above-the-fold → Recommend removing preloads
- If fonts used but not preloaded → Recommend adding preload
- If many font variants loaded → Suggest subsetting or reducing variants
After First-And-Third-Party-Script-Info.js
- If many third-party scripts (>5) → Run:
- First-And-Third-Party-Script-Timings.js (detailed timing)
- JS-Execution-Time-Breakdown.js (execution impact)
- If third-party scripts are slow → Recommend async/defer or removal
After SSR-Hydration-Data-Analysis.js
- If hydration data > 100KB → Recommend optimization strategies
- If multiple hydration scripts → Investigate framework configuration
- If large inline hydration data → Consider streaming or chunking
After Priority-Hints-Audit.js
- If LCP candidate lacks fetchpriority="high" → Recommend adding it
- If conflicting priorities (preload + low) → Recommend resolving conflict
- If fetchpriority on non-critical resources → Review priority strategy
After Prefetch-Resource-Validation.js
- If >10 prefetch hints → Recommend reducing to critical resources
- If individual prefetch > 500KB → Question necessity
- If total prefetch > 2MB → Flag as mobile bandwidth concern
After Critical-CSS-Detection.js
- If render-blocking CSS > 14KB → Recommend inlining critical CSS
- If no inline CSS but has blocking stylesheets → Suggest critical CSS extraction
- If CSS > 50KB total → Run CSS-Media-Queries-Analysis.js to find savings
After Back-Forward-Cache.js
- If bfcache blocked → Provide specific remediation based on blocking reasons
- If bfcache eligible → Confirm optimization is working
After Client-Side-Redirect-Detection.js
- If client-side redirects detected → Recommend server-side redirects
- If redirect chain found → Suggest eliminating intermediate hops
References
references/snippets.md— Descriptions and thresholds for each scriptreferences/schema.md— Return value schema for interpreting script output