Agent skill

Web Performance Audit

by warpdotdev in warpdotdev/oz-skills

Audit web performance using Chrome DevTools MCP. An agent skill from warpdotdev/oz-skills.

MITAuto-check passedFrontend & Design

Install Web Performance Audit

skills CLI
$ npx skills add warpdotdev/oz-skills --skill web-performance-audit -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install warpdotdev/oz-skills web-performance-audit --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/warpdotdev/oz-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/web-performance-audit .claude/skills/web-performance-audit && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
web-performance-audit
GitHub stars
825
Token cost
~1.9k tokens
SKILL.md length
752 words
Files
1
Skills in repo
13
Repo updated
First seen
Licence
MIT

At a glance

Audit web performance using Chrome DevTools MCP. An agent skill from warpdotdev/oz-skills.

  • Works in 4 steps: Performance Trace → Core Web Vitals Analysis → Network Analysis → …
  • Optimize page load performance
  • SKILL.md covers FIRST: Verify MCP Tools…, Key Guidelines, Quick Reference and Workflow, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Web Performance Audit is an agent skill from warpdotdev/oz-skills. Audit web performance using Chrome DevTools MCP. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed.

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Frontend & Design, covering Web performance and Browser testing. It works with Chrome DevTools and Model Context Protocol. The licence is MIT.

When your agent uses it

  • Optimize page load performance
  • Lighthouse scores

Example prompts

  • “/web-performance-audit”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Performance Trace
  2. Core Web Vitals Analysis
  3. Network Analysis
  4. Accessibility Snapshot

What it can do on your machine

Read from SKILL.md and the folder at commit 6c08c49. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are json).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Web Performance Audit loads about 1.9k tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 752 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~45
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from warpdotdev/oz-skills at commit 6c08c49, republished under its MIT licence (© warpdotdev). 752 words, ~1,864 tokens.

Download SKILL.mdSave it as .claude/skills/web-performance-audit/SKILL.md (or your agent's skills folder).
name
web-performance-audit
description
Audit web performance using Chrome DevTools MCP. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed.
license
MIT

Web Performance Audit

Audit web page performance using Chrome DevTools MCP tools. This skill focuses on Core Web Vitals, network optimization, and high-level accessibility gaps.

FIRST: Verify MCP Tools Available

Run this before starting. Try calling navigate_page or performance_start_trace. If unavailable, STOP—the chrome-devtools MCP server isn't configured.

Ask the user to add this to their MCP config:

json
"chrome-devtools": {
  "type": "local",
  "command": ["npx", "-y", "chrome-devtools-mcp@latest"]
}

Key Guidelines

  • Be assertive: Verify claims by checking network requests, DOM, or codebase—then state findings definitively.
  • Verify before recommending: Confirm something is unused before suggesting removal.
  • Quantify impact: Use estimated savings from insights. Don't prioritize changes with 0ms impact.
  • Skip non-issues: If render-blocking resources have 0ms estimated impact, note but don't recommend action.
  • Be specific: Say "compress hero.png (450KB) to WebP" not "optimize images".
  • Prioritize ruthlessly: A site with 200ms LCP and 0 CLS is already excellent—say so.

Quick Reference

TaskTool Call
Load pagenavigate_page(url: "...")
Start traceperformance_start_trace(autoStop: true, reload: true)
Analyze insightperformance_analyze_insight(insightSetId: "...", insightName: "...")
List requestslist_network_requests(resourceTypes: ["Script", "Stylesheet", ...])
Request detailsget_network_request(reqid: <id>)
A11y snapshottake_snapshot(verbose: true)

Workflow

Copy this checklist to track progress:

Audit Progress:
- [ ] Phase 1: Performance trace (navigate + record)
- [ ] Phase 2: Core Web Vitals analysis (includes CLS culprits)
- [ ] Phase 3: Network analysis
- [ ] Phase 4: Accessibility snapshot
- [ ] Phase 5: Codebase analysis (skip if third-party site)
Phase 1: Performance Trace
  1. Navigate to the target URL:

    navigate_page(url: "<target-url>")
  2. Start a performance trace with reload to capture cold-load metrics:

    performance_start_trace(autoStop: true, reload: true)
  3. Wait for trace completion, then retrieve results.

Troubleshooting:

  • If trace returns empty or fails, verify the page loaded correctly with navigate_page first
  • If insight names don't match, inspect the trace response to list available insights
Phase 2: Core Web Vitals Analysis

Use performance_analyze_insight to extract key metrics.

Note: Insight names may vary across Chrome DevTools versions. If an insight name doesn't work, check the insightSetId from the trace response to discover available insights.

Common insight names:

MetricInsight NameWhat to Look For
LCPLCPBreakdownTime to largest contentful paint; breakdown of TTFB, resource load, render delay
CLSCLSCulpritsElements causing layout shifts (images without dimensions, injected content, font swaps)
Render BlockingRenderBlockingCSS/JS blocking first paint
Document LatencyDocumentLatencyServer response time issues
Network DependenciesNetworkRequestsDepGraphRequest chains delaying critical resources

Example:

performance_analyze_insight(insightSetId: "<id-from-trace>", insightName: "LCPBreakdown")

Key thresholds (good/needs-improvement/poor):

  • TTFB: < 800ms / < 1.8s / > 1.8s
  • FCP: < 1.8s / < 3s / > 3s
  • LCP: < 2.5s / < 4s / > 4s
  • INP: < 200ms / < 500ms / > 500ms
  • TBT: < 200ms / < 600ms / > 600ms
  • CLS: < 0.1 / < 0.25 / > 0.25
  • Speed Index: < 3.4s / < 5.8s / > 5.8s
Phase 3: Network Analysis

List all network requests to identify optimization opportunities:

list_network_requests(resourceTypes: ["Script", "Stylesheet", "Document", "Font", "Image"])

Look for:

  1. Render-blocking resources: JS/CSS in <head> without async/defer/media attributes
  2. Network chains: Resources discovered late because they depend on other resources loading first (e.g., CSS imports, JS-loaded fonts)
  3. Missing preloads: Critical resources (fonts, hero images, key scripts) not preloaded
  4. Caching issues: Missing or weak Cache-Control, ETag, or Last-Modified headers
  5. Large payloads: Uncompressed or oversized JS/CSS bundles
  6. Unused preconnects: If flagged, verify by checking if ANY requests went to that origin. If zero requests, it's definitively unused—recommend removal. If requests exist but loaded late, the preconnect may still be valuable.

For detailed request info:

get_network_request(reqid: <id>)
Show full SKILL.md (281 more words)Show less
Phase 4: Accessibility Snapshot

Take an accessibility tree snapshot:

take_snapshot(verbose: true)

Flag high-level gaps:

  • Missing or duplicate ARIA IDs
  • Elements with poor contrast ratios (check against WCAG AA: 4.5:1 for normal text, 3:1 for large text)
  • Focus traps or missing focus indicators
  • Interactive elements without accessible names

Phase 5: Codebase Analysis

Skip if auditing a third-party site without codebase access.

Analyze the codebase to understand where improvements can be made.

Detect Framework & Bundler

Search for configuration files to identify the stack:

ToolConfig Files
Webpackwebpack.config.js, webpack.*.js
Vitevite.config.js, vite.config.ts
Rolluprollup.config.js, rollup.config.mjs
esbuildesbuild.config.js, build scripts with esbuild
Parcel.parcelrc, package.json (parcel field)
Next.jsnext.config.js, next.config.mjs
Nuxtnuxt.config.js, nuxt.config.ts
SvelteKitsvelte.config.js
Astroastro.config.mjs

Also check package.json for framework dependencies and build scripts.

Tree-Shaking & Dead Code
  • Webpack: Check for mode: 'production', sideEffects in package.json, usedExports optimization
  • Vite/Rollup: Tree-shaking enabled by default; check for treeshake options
  • Look for: Barrel files (index.js re-exports), large utility libraries imported wholesale (lodash, moment)
Unused JS/CSS
  • Check for CSS-in-JS vs. static CSS extraction
  • Look for PurgeCSS/UnCSS configuration (Tailwind's content config)
  • Identify dynamic imports vs. eager loading
Polyfills
  • Check for @babel/preset-env targets and useBuiltIns setting
  • Look for core-js imports (often oversized)
  • Check browserslist config for overly broad targeting
Compression & Minification
  • Check for terser, esbuild, or swc minification
  • Look for gzip/brotli compression in build output or server config
  • Check for source maps in production builds (should be external or disabled)

Output Format

Present findings as:

  1. Core Web Vitals Summary - Table with metric, value, and rating (good/needs-improvement/poor)
  2. Top Issues - Prioritized list of problems with estimated impact (high/medium/low)
  3. Recommendations - Specific, actionable fixes with code snippets or config changes
  4. Codebase Findings - Framework/bundler detected, optimization opportunities (omit if no codebase access)

© warpdotdev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/web-performance-audit of warpdotdev/oz-skills.

Open the folder on GitHubat commit 6c08c49

Compare with similar skills

Web Performance Audit next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Web Performance Audit compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Web Performance Audit this skillwarpdotdev/oz-skills825—~1.9kAutomated safety check: PassMIT
Web Perfhodgef/apiker1275 repos~2kAutomated safety check: PassMIT
React Devtools MCPsanity-io/ui176—~2kAutomated safety check: PassMIT
Design Reviewpproenca/dot-skills214—~3.4kAutomated safety check: PassMIT
Web Perfsundial-org/awesome-openclaw-skills663—~1.9kAutomated safety check: PassNone
Mirroir Onboardjfarcand/mirroir-mcp245—~4.4kAutomated safety check: NotesApache-2.0

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Questions about Web Performance Audit

What does Web Performance Audit do?

Audit web performance using Chrome DevTools MCP. An agent skill from warpdotdev/oz-skills. Web Performance Audit is an agent skill from warpdotdev/oz-skills. Audit web performance using Chrome DevTools MCP.

When should I use Web Performance Audit?

Web Performance Audit fits situations like: optimize page load performance; lighthouse scores.

How do I install Web Performance Audit in Claude Code?

Run `npx skills add warpdotdev/oz-skills --skill web-performance-audit -a claude-code`. Or copy the skill folder (.agents/skills/web-performance-audit in warpdotdev/oz-skills) into .claude/skills/web-performance-audit in your project. Claude Code loads it when a task matches its description.

How do I install Web Performance Audit in Codex?

Run `npx skills add warpdotdev/oz-skills --skill web-performance-audit -a codex`. Or copy the skill folder (.agents/skills/web-performance-audit in warpdotdev/oz-skills) into .agents/skills/web-performance-audit in your project. Codex loads it when a task matches its description.

Can I use Web Performance Audit in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add warpdotdev/oz-skills --skill web-performance-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/web-performance-audit, .gemini/skills/web-performance-audit, .github/skills/web-performance-audit and .opencode/skills/web-performance-audit in your project.

What does Web Performance Audit need to run?

SKILL.md names no scripts, command-line tools or credentials: Web Performance Audit is instructions for the agent only.

Does Web Performance Audit access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Web Performance Audit safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Web Performance Audit use?

Web Performance Audit is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Web Performance Audit use?

About 1.9k tokens (SKILL.md is roughly 7.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Web Performance Audit?

Skills that share tags, products or a category with Web Performance Audit: Web Perf (hodgef/apiker, 127 stars), React Devtools MCP (sanity-io/ui, 176 stars), Design Review (pproenca/dot-skills, 214 stars) and Web Perf (sundial-org/awesome-openclaw-skills, 663 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Web Performance Audit?

warpdotdev (a GitHub organization) maintains it in warpdotdev/oz-skills, which has 825 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on August 15, 2026.

Source: warpdotdev/oz-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.