performance-audit（绩效审计）

Performance Audit Skill

Analyze web page performance using Web Vitals and network timing metrics.

When to Use

This skill activates when:

• User asks about page performance or speed
• User wants to optimize load times
• User mentions slow page, slow API, or poor user experience
• User needs Core Web Vitals metrics
• User asks about backend bottlenecks or TTFB
• User asks about SEO performance factors

Capabilities

Web Vitals Analysis

browser-devtools-cli o11y get-web-vitals
browser-devtools-cli --json o11y get-web-vitals
browser-devtools-cli --json o11y get-web-vitals --wait-ms 3000
browser-devtools-cli --json o11y get-web-vitals --include-debug

Network Performance

browser-devtools-cli --json o11y get-http-requests
browser-devtools-cli --json o11y get-http-requests --resource-type script
browser-devtools-cli --json o11y get-http-requests --resource-type stylesheet
browser-devtools-cli --json o11y get-http-requests --status '{"min":400}'

Visual Analysis

browser-devtools-cli content take-screenshot --name "above-fold"
browser-devtools-cli content take-screenshot --name "full-page" --full-page

Performance Thresholds

Audit Workflow

SESSION="--session-id perf-audit"

# 1. Navigate to page
browser-devtools-cli $SESSION navigation go-to --url "https://example.com"

# 2. Wait for page to settle
browser-devtools-cli $SESSION sync wait-for-network-idle

# 3. Get Web Vitals
browser-devtools-cli $SESSION --json o11y get-web-vitals --wait-ms 2000

# 4. Analyze network requests
browser-devtools-cli $SESSION --json o11y get-http-requests

# 5. Check for console errors
browser-devtools-cli $SESSION --json o11y get-console-messages --type warning

# 6. Take screenshot for reference
browser-devtools-cli $SESSION content take-screenshot --name "performance-audit"

# 7. Cleanup
browser-devtools-cli session delete perf-audit

Detailed Analysis

Check Large Resources

# Filter by type (one at a time: document, stylesheet, image, script, xhr, fetch, etc.)
browser-devtools-cli --json o11y get-http-requests --resource-type script
browser-devtools-cli --json o11y get-http-requests --resource-type stylesheet
browser-devtools-cli --json o11y get-http-requests --resource-type image

Check Slow Requests

browser-devtools-cli --json o11y get-http-requests
# Look for requests with high timing values

Backend Performance (node-devtools-cli)

When TTFB or API latency suggests backend bottlenecks, inspect the Node.js process:

# Connect to API/server process
node-devtools-cli --session-id perf debug connect --pid 12345

# Tracepoint on slow handler to capture call context
node-devtools-cli --session-id perf debug put-tracepoint \
  --url-pattern "routes/heavy.ts" \
  --line-number 30

Common Issues

• Large unoptimized images
• Render-blocking CSS/JS
• Too many HTTP requests
• Slow server response (TTFB)
• Layout shifts from dynamic content
• Uncompressed resources
• Missing caching headers
• Third-party scripts blocking main thread

Best Practices

1. Run multiple times for consistent results
2. Wait for network idle before measuring
3. Use --wait-ms for LCP/CLS to settle
4. Check network requests for slow/large resources
5. Take screenshots at different load stages
6. Test on different network conditions (throttle if needed)
7. Compare before/after for optimization validation