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debug-optimize-lcp

Use Chrome DevTools MCP to measure Largest Contentful Paint, the time until a page’s main content appears. Trace the delay to server response, resource loading, or rendering, then identify practical fixes and compare results after changes.

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Guides debugging and optimizing Largest Contentful Paint (LCP) using Chrome DevTools MCP tools. Use this skill whenever the user asks about LCP performance, slow page loads, Core Web Vitals optimization, or wants to understand why their page's main content takes too long to appear. Also use when the user mentions "largest contentful paint", "page load speed", "CWV", or wants to improve how fast their hero image or main content renders.

asgeirtj/system_prompts_leaks70,416 stars(GitHub 70,416 + cccskills 0)

Run score Not tested

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Good for

  • Finding why a page’s main image or text appears slowly
  • Diagnosing Core Web Vitals and LCP issues
  • Checking whether an image, server, or rendering delay is the bottleneck

Overview

What it does

This skill measures and analyzes Largest Contentful Paint (LCP), the time until a page’s main image or text appears, using Chrome DevTools MCP. It records a performance trace with a reload and breaks the delay into server response, resource discovery and loading, download time, and element rendering. It can identify the LCP element, inspect network requests and HTML for lazy loading, priority hints, or render-blocking scripts, then suggest fixes for the bottleneck. It also covers measuring again after a change and comparing the results.

When it helps

Use it when a page’s main image or content takes too long to appear. It helps distinguish whether the cause is image size, a late request, server response, or rendering work. Measurements can also account for slow networks and devices.

Example requests

  • “Measure this page’s LCP and find which stage is delayed.”
  • “Why is the main image slow to appear, and how can I improve it?”
  • “Measure again after the change and compare the LCP breakdown.”

Notes

Chrome DevTools MCP tools are required for measurement and analysis.

This overview was written by AI (OpenAI Codex) from the public SKILL.md. Check the original below for the exact behavior.

Document check

AI checked the SKILL.md for operations that need care and for setup requirements. The score comes only from actually running the skill (hands-on test).

SafetyAre sending data, deleting files, and running commands disclosed?
BPartly lackingIt reloads pages and changes network and CPU emulation without describing confirmation steps.
Easy setupDoes it need few tools or API keys, and are they documented?
BPartly lackingChrome DevTools MCP is required, but installation steps and other prerequisites are absent.

Not counted in the score. Rated by AI (OpenAI Codex) as of Oct 30, 2026. Treat it as a guide and read the original before installing.

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Files included (5)

  • SKILL.md6.5 KB
  • references/elements-and-size.md1.3 KB
  • references/lcp-breakdown.md2.5 KB
  • references/lcp-snippets.md2.4 KB
  • references/optimization-strategies.md2.1 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

What is LCP and why it matters

Largest Contentful Paint (LCP) measures how quickly a page's main content becomes visible. It's the time from navigation start until the largest image or text block renders in the viewport.

  • Good: 2.5 seconds or less
  • Needs improvement: 2.5–4.0 seconds
  • Poor: greater than 4.0 seconds

LCP is a Core Web Vital that directly affects user experience and search ranking. On 73% of mobile pages, the LCP element is an image.

LCP Subparts Breakdown

Every page's LCP breaks down into four sequential subparts with no gaps or overlaps. Understanding which subpart is the bottleneck is the key to effective optimization.

SubpartIdeal % of LCPWhat it measures
Time to First Byte (TTFB)~40%Navigation start → first byte of HTML received
Resource load delay<10%TTFB → browser starts loading the LCP resource
Resource load duration~40%Time to download the LCP resource
Element render delay<10%LCP resource downloaded → LCP element rendered

The "delay" subparts should be as close to zero as possible. If either delay subpart is large relative to the total LCP, that's the first place to optimize.

Common Pitfall: Optimizing one subpart (like compressing an image to reduce load duration) without checking others. If render delay is the real bottleneck, a smaller image won't help — the saved time just shifts to render delay.

Debugging Workflow

Follow these steps in order. Each step builds on the previous one.

Step 1: Record a Performance Trace

Navigate to the page, then record a trace with reload to capture the full page load including LCP:

  1. navigate_page with pageId to the target URL.
  2. performance_start_trace with pageId, reload: true and autoStop: true.

The trace results will include LCP timing and available insight sets. Note the insight set IDs from the output — you'll need them in the next step.

Step 2: Analyze LCP Insights

Use performance_analyze_insight to drill into LCP-specific insights. Look for these insight names in the trace results:

  • LCPBreakdown — Shows the four LCP subparts with timing for each.
  • DocumentLatency — Server response time issues affecting TTFB.
  • RenderBlocking — Resources blocking the LCP element from rendering.
  • LCPDiscovery — Whether the LCP resource was discoverable early.

Call performance_analyze_insight with pageId, the insight set ID, and the insight name from the trace results.

Step 3: Identify the LCP Element

Use evaluate_script (with pageId) and the "Identify LCP Element" snippet found in references/lcp-snippets.md to reveal the LCP element's tag, resource URL, and raw timing data.

The url field tells you what resource to look for in the network waterfall. If url is empty, the LCP element is text-based (no resource to load).

Step 4: Check the Network Waterfall

Use list_network_requests to see when the LCP resource loaded relative to other resources:

  • Call list_network_requests with pageId filtered by resourceTypes: ["Image", "Font"] (adjust based on Step 3).
  • Then use get_network_request with pageId and the LCP resource's request ID for full details.

Key Checks:

  • Start Time: Compare against the HTML document and the first resource. If the LCP resource starts much later than the first resource, there's resource load delay to eliminate.
  • Duration: A large resource load duration suggests the file is too big or the server is slow.

Step 5: Inspect HTML for Common Issues

Use evaluate_script (with pageId) and the "Audit Common Issues" snippet found in references/lcp-snippets.md to check for lazy-loaded images in the viewport, missing fetchpriority, and render-blocking scripts.

Optimization Strategies

After identifying the bottleneck subpart, apply these prioritized fixes.

1. Eliminate Resource Load Delay (target: <10%)

The most common bottleneck. The LCP resource should start loading immediately.

  • Root Cause: LCP image loaded via JS/CSS, data-src usage, or loading="lazy".
  • Fix: Use standard <img> with src. Never lazy-load the LCP image.
  • Fix: Add <link rel="preload" fetchpriority="high"> if the image isn't discoverable in HTML.
  • Fix: Add fetchpriority="high" to the LCP <img> tag.

2. Eliminate Element Render Delay (target: <10%)

The element should render immediately after loading.

  • Root Cause: Large stylesheets, synchronous scripts in <head>, or main thread blocking.
  • Fix: Inline critical CSS, defer non-critical CSS/JS.
  • Fix: Break up long tasks blocking the main thread.
  • Fix: Use Server-Side Rendering (SSR) so the element exists in initial HTML.

3. Reduce Resource Load Duration (target: ~40%)

Make the resource smaller or faster to deliver.

  • Fix: Use modern formats (WebP, AVIF) and responsive images (srcset).
  • Fix: Serve from a CDN.
  • Fix: Set Cache-Control headers.
  • Fix: Use font-display: swap if LCP is text blocked by a web font.

4. Reduce TTFB (target: ~40%)

The HTML document itself takes too long to arrive.

  • Fix: Minimize redirects and optimize server response time.
  • Fix: Cache HTML at the edge (CDN).
  • Fix: Ensure pages are eligible for back/forward cache (bfcache).

Verifying Fixes & Emulation

  • Verification: Re-run the trace (performance_start_trace with pageId and reload: true) and compare the new subpart breakdown. The bottleneck should shrink.
  • Emulation: Lab measurements differ from real-world experience. Use emulate to test under constraints:
    • emulate with pageId, networkConditions: "Fast 3G" and cpuThrottlingRate: 4.
    • This surfaces issues visible only on slower connections/devices.

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