webperf-core-web-vitals

Intelligent Core Web Vitals analysis with automated workflows and decision trees. Measures LCP, CLS, INP with guided debugging that automatically determines follow-up analysis based on results. Includes workflows for LCP deep dive (5 phases), CLS investigation (loading vs interaction), INP debugging (latency breakdown + attribution), and cross-skill integration with loading, interaction, and media skills. Use when the user asks about Core Web Vitals, LCP optimization, layout shifts, or interaction responsiveness. Compatible with Chrome DevTools MCP.

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Install skill "webperf-core-web-vitals" with this command: npx skills add nucliweb/webperf-snippets/nucliweb-webperf-snippets-webperf-core-web-vitals

WebPerf: Core Web Vitals

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/CLS.js — Cumulative Layout Shift (CLS)
  • scripts/INP.js — Interaction to Next Paint (INP)
  • scripts/LCP-Image-Entropy.js — LCP Image Entropy
  • scripts/LCP-Sub-Parts.js — LCP Sub-Parts
  • scripts/LCP-Trail.js — LCP Trail
  • scripts/LCP-Video-Candidate.js — LCP Video Candidate
  • scripts/LCP.js — Largest Contentful Paint (LCP)

Descriptions and thresholds: references/snippets.md

Common Workflows

Complete Core Web Vitals Audit

When the user asks for a comprehensive Core Web Vitals analysis or "audit CWV":

  1. LCP.js - Measure Largest Contentful Paint
  2. CLS.js - Measure Cumulative Layout Shift
  3. INP.js - Measure Interaction to Next Paint
  4. LCP-Sub-Parts.js - Break down LCP timing phases
  5. LCP-Trail.js - Track LCP candidate evolution

LCP Deep Dive

When LCP is slow or the user asks "debug LCP" or "why is LCP slow":

  1. LCP.js - Establish baseline LCP value
  2. LCP-Sub-Parts.js - Break down into TTFB, resource load, render delay
  3. LCP-Trail.js - Identify all LCP candidates and changes
  4. LCP-Image-Entropy.js - Check if LCP image has visual complexity issues
  5. LCP-Video-Candidate.js - Detect if LCP is a video (poster or video element)

CLS Investigation

When layout shifts are detected or the user asks "debug CLS" or "layout shift issues":

  1. CLS.js - Measure overall CLS score
  2. Layout-Shift-Loading-and-Interaction.js (from Interaction skill) - Separate loading vs interaction shifts
  3. Cross-reference with webperf-loading skill:
    • Find-Above-The-Fold-Lazy-Loaded-Images.js (lazy images causing shifts)
    • Fonts-Preloaded-Loaded-and-used-above-the-fold.js (font swap causing shifts)

INP Debugging

When interactions feel slow or the user asks "debug INP" or "slow interactions":

  1. INP.js - Measure overall INP value
  2. Interactions.js (from Interaction skill) - List all interactions with timing
  3. Input-Latency-Breakdown.js (from Interaction skill) - Break down input delay, processing, presentation
  4. Long-Animation-Frames.js (from Interaction skill) - Identify blocking animation frames
  5. Long-Animation-Frames-Script-Attribution.js (from Interaction skill) - Find scripts causing delays

Video as LCP Investigation

When LCP is a video element (detected by LCP-Video-Candidate.js):

  1. LCP-Video-Candidate.js - Identify video as LCP candidate
  2. Video-Element-Audit.js (from Media skill) - Audit video loading strategy
  3. LCP-Sub-Parts.js - Analyze video loading phases
  4. Cross-reference with webperf-loading skill:
    • Resource-Hints-Validation.js (check for video preload)
    • Priority-Hints-Audit.js (check for fetchpriority on video)

Image as LCP Investigation

When LCP is an image (most common case):

  1. LCP.js - Measure LCP timing
  2. LCP-Sub-Parts.js - Break down timing phases
  3. LCP-Image-Entropy.js - Analyze image complexity
  4. Cross-reference with webperf-media skill:
    • Image-Element-Audit.js (check format, dimensions, lazy loading)
  5. Cross-reference with webperf-loading skill:
    • Find-Above-The-Fold-Lazy-Loaded-Images.js (check if incorrectly lazy)
    • Priority-Hints-Audit.js (check for fetchpriority="high")
    • Resource-Hints-Validation.js (check for preload)

Decision Tree

Use this decision tree to automatically run follow-up snippets based on results:

After LCP.js

  • If LCP > 2.5s → Run LCP-Sub-Parts.js to diagnose which phase is slow
  • If LCP > 4.0s (poor) → Run full LCP deep dive workflow (5 snippets)
  • If LCP candidate is an image → Run LCP-Image-Entropy.js and webperf-media:Image-Element-Audit.js
  • If LCP candidate is a video → Run LCP-Video-Candidate.js and webperf-media:Video-Element-Audit.js
  • Always run → LCP-Trail.js to understand candidate evolution

After LCP-Sub-Parts.js

  • If TTFB phase > 600ms → Switch to webperf-loading skill and run TTFB-Sub-Parts.js
  • If Resource Load Time > 1500ms → Run:
    1. webperf-loading:Resource-Hints-Validation.js (check for preload/preconnect)
    2. webperf-loading:Priority-Hints-Audit.js (check fetchpriority)
    3. webperf-loading:Find-render-blocking-resources.js (competing resources)
  • If Render Delay > 200ms → Run:
    1. webperf-loading:Find-render-blocking-resources.js (blocking CSS/JS)
    2. webperf-loading:Script-Loading.js (parser-blocking scripts)
    3. webperf-interaction:Long-Animation-Frames.js (main thread blocking)

After LCP-Trail.js

  • If many LCP candidate changes (>3) → This causes visual instability, investigate:
    1. webperf-loading:Find-Above-The-Fold-Lazy-Loaded-Images.js (late-loading images)
    2. webperf-loading:Fonts-Preloaded-Loaded-and-used-above-the-fold.js (font swaps)
    3. CLS.js (layout shifts contributing to LCP changes)
  • If final LCP candidate appears late → Run webperf-loading:Resource-Hints-Validation.js
  • If early candidate was replaced → Understand why initial content was pushed down (likely CLS issue)

After LCP-Image-Entropy.js

  • If entropy is very high → Image is visually complex, recommend:
    • Modern formats (WebP, AVIF)
    • Appropriate compression
    • Potentially a placeholder strategy
  • If entropy is low → Image may be over-optimized or placeholder-like
  • If large file size detected → Run webperf-media:Image-Element-Audit.js for format/sizing analysis

After LCP-Video-Candidate.js

  • If video is LCP → Run:
    1. webperf-media:Video-Element-Audit.js (check poster, preload, formats)
    2. webperf-loading:Priority-Hints-Audit.js (check fetchpriority on poster)
    3. LCP-Sub-Parts.js (analyze video loading phases)
  • If poster image is LCP → Treat as image LCP (run image workflows)

After CLS.js

  • If CLS > 0.1 → Run webperf-interaction:Layout-Shift-Loading-and-Interaction.js to separate causes
  • If CLS > 0.25 (poor) → Run comprehensive shift investigation:
    1. webperf-loading:Find-Above-The-Fold-Lazy-Loaded-Images.js (images without dimensions)
    2. webperf-loading:Fonts-Preloaded-Loaded-and-used-above-the-fold.js (font loading strategy)
    3. webperf-loading:Critical-CSS-Detection.js (late-loading styles)
    4. webperf-media:Image-Element-Audit.js (missing width/height)
  • If CLS = 0 → Confirm with multiple page loads (might be timing-dependent)

After INP.js

  • If INP > 200ms → Run webperf-interaction:Interactions.js to identify slow interactions
  • If INP > 500ms (poor) → Run full INP debugging workflow:
    1. webperf-interaction:Interactions.js (list all interactions)
    2. webperf-interaction:Input-Latency-Breakdown.js (phase breakdown)
    3. webperf-interaction:Long-Animation-Frames.js (blocking frames)
    4. webperf-interaction:Long-Animation-Frames-Script-Attribution.js (culprit scripts)
  • If specific interaction type is slow (e.g., keyboard) → Focus analysis on that interaction type

Cross-Skill Triggers

These triggers recommend using snippets from other skills:

From LCP to Loading Skill

  • If LCP > 2.5s and TTFB phase is dominant → Use webperf-loading skill:

    • TTFB.js, TTFB-Sub-Parts.js, Service-Worker-Analysis.js

  • If LCP image is lazy-loaded → Use webperf-loading skill:

    • Find-Above-The-Fold-Lazy-Loaded-Images.js

  • If LCP has no fetchpriority → Use webperf-loading skill:

    • Priority-Hints-Audit.js

From CLS to Loading Skill

  • If CLS caused by fonts → Use webperf-loading skill:

    • Fonts-Preloaded-Loaded-and-used-above-the-fold.js
    • Resource-Hints-Validation.js (for font preload)

  • If CLS caused by images → Use webperf-media skill:

    • Image-Element-Audit.js (check for width/height attributes)

From INP to Interaction Skill

  • If INP > 200ms → Use webperf-interaction skill for full debugging:
    • Interactions.js, Input-Latency-Breakdown.js
    • Long-Animation-Frames.js, Long-Animation-Frames-Script-Attribution.js
    • LongTask.js (if pre-interaction blocking suspected)

From LCP/INP to Interaction Skill

  • If render delay or interaction delay is high → Use webperf-interaction skill:
    • Long-Animation-Frames.js (main thread blocking)
    • LongTask.js (long tasks delaying rendering)

Multi-Metric Correlation

When multiple CWV metrics are poor, prioritize investigation:

  • If LCP > 2.5s AND CLS > 0.1 → Likely shared root cause:

    1. Check for late-loading content pushing LCP element
    2. Run LCP-Trail.js to see LCP candidate changes
    3. Run Layout-Shift-Loading-and-Interaction.js to correlate timing

  • If LCP > 2.5s AND INP > 200ms → Main thread congestion:

    1. Run Long-Animation-Frames.js
    2. Run webperf-loading:Script-Loading.js
    3. Run webperf-loading:JS-Execution-Time-Breakdown.js

  • If CLS > 0.1 AND INP > 200ms → Layout thrashing or interaction-triggered shifts:

    1. Run Layout-Shift-Loading-and-Interaction.js
    2. Run Interactions.js
    3. Check if shifts occur during/after interactions

References

  • references/snippets.md — Descriptions and thresholds for each script
  • references/schema.md — Return value schema for interpreting script output

Execute via mcp__chrome-devtools__evaluate_script → read with mcp__chrome-devtools__get_console_message.

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