Debug Optimize LcpSAFE
Chrome DevTools for coding agents
Overview
Chrome DevTools for coding agents
3d7539d1607cOBSERVED · 2026-10-23What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
--- name: debug-optimize-lcp description: 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. --- ## 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. | Subpart | Ideal % of LCP | What 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](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](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 respon
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
3d7539d1607cfull audit observations/trust-audit/skill/chromedevtools__debug-optimize-lcp.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-23 | 3d7539d1607c | SAFE | B | 89 | first audit |
Questions
What does the debug-optimize-lcp — chromedevtools/chrome-devtools-mcp skill do?
Chrome DevTools for coding agents
Is debug-optimize-lcp — chromedevtools/chrome-devtools-mcp safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can debug-optimize-lcp — chromedevtools/chrome-devtools-mcp access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (3d7539d1607c), read on 2026-10-23. The repository is watched, and a new audit runs when it changes — this is the first audit.
Add this badge to your README
Shows this page's audit result and links back to it. It updates when the audit does.
[](https://modelsatlas.com/skills/chromedevtools/debug-optimize-lcp/)
Not your listing, or something out of date? Claim or update your listing.