lighthouse-pagespeed-stinger

SkillDev tools

Runs Lighthouse and PageSpeed Insights for React/Next.js: CI setup (LHCI), audit categories, performance budgets, lab-vs-CrUX gap. Use when setting up or debugging Lighthouse CI.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the lighthouse-pagespeed-stinger skill

What this skill tells your AI

The instructions your AI receives, as published by legioncodeinc/vibe-coding-tools in src/skills/lighthouse-pagespeed-stinger/SKILL.md and read by ahel’s review.

Opinionated playbook for running Lighthouse and PageSpeed Insights correctly: in CI, locally, and as part of a long-term performance tracking strategy. Synthesized from the Lighthouse 12.6.1 + LHCI 0.15.x canon, the web.dev lab-vs-field framework, and 2025-2026 practitioner patterns.

Read first: guides/00-runner-selection.md: the decision tree for which tool to use before you touch any config.


When to use this skill

Load this skill when lighthouse-pagespeed-worker-bee is invoked. Trigger phrases:

  • "Set up Lighthouse CI / LHCI"
  • "Add a performance budget to our CI pipeline"
  • "My Lighthouse score is 90 but CrUX says I'm failing LCP"
  • "Configure Lighthouse for GitHub Actions"
  • "What's the difference between TBT and INP?"
  • "Compare Treo vs SpeedCurve for monitoring"
  • "Write a custom Lighthouse plugin"
  • "Audit this URL with Lighthouse"
  • "Set a performance budget"

Do NOT load for:

  • SEO content strategy, keyword research, or metadata optimization (route to seo-aeo-worker-bee)
  • Core Web Vitals implementation fixes like image optimization or JS bundle reduction (route to react-worker-bee or performance-optimizer)
  • Accessibility design decisions beyond Lighthouse-flagged technical issues
  • CI/CD pipeline topology beyond the Lighthouse-specific configuration step (route to devops-worker-bee)

Critical directives

These are non-negotiables. They protect reproducibility, team trust, and the lab-vs-field mental model.

  • Always specify throttling and form-factor explicitly. A mobile simulation at 4x CPU / 1.6 Mbps and a desktop no-throttle run produce completely different scores; mixing them corrupts trend data. See guides/00-runner-selection.md.

  • Run at least three passes; report the median. LHCI defaults to three runs for this reason (numberOfRuns: 3). A single Lighthouse run has high variance due to non-deterministic CPU and network simulation. See guides/01-lhci-configuration.md.

  • Always present both lab scores and CrUX field data when PSI API data is available. Lab data reflects ideal conditions; field data (p75) reflects real users. The gap between them is often the most actionable signal. See guides/02-lab-vs-field.md.

  • Never set a score budget below the current production baseline without a remediation plan. Measure first (lhci autorun without assertions), document baselines, then add a 10-20% buffer. A budget that gates CI on day one with no remediation plan blocks deploys without unblocking the team. See guides/01-lhci-configuration.md.

  • TBT is an imperfect proxy for INP. A good TBT does not guarantee a good INP. INP measures full interaction latency (delay + processing + presentation). TBT only captures blocking tasks during load. A page can have TBT < 200ms and INP > 500ms. Always check field INP separately. See guides/02-lab-vs-field.md.

  • Scope custom plugins to audits that existing Lighthouse audits cannot cover. Plugins cannot access custom Gatherers; they can only read existing artifacts (ImageElements, ScriptElements, devtoolsLogs, etc.). If you need custom page data, you need a full custom config. See guides/05-custom-plugins.md.


Lighthouse 12 / LHCI 0.15.x facts (encoded from research)

Source: research/external/2026-05-20-lighthouse-performance-scoring.md

Current version: Lighthouse 12.6.1 (LHCI 0.15.x). Node 18+ required.

Four categories (not five: PWA removed in LH12, May 2024):

  • Performance
  • Accessibility
  • Best Practices
  • SEO

Performance score weights (unchanged from LH10):

MetricWeight
Total Blocking Time (TBT)30%
Largest Contentful Paint (LCP)25%
Cumulative Layout Shift (CLS)25%
First Contentful Paint (FCP)10%
Speed Index (SI)10%

INP is NOT in the Lighthouse Performance score. INP replaced FID as a Core Web Vital (March 12, 2024), but INP is a field-only metric. TBT is its lab proxy. TTI was removed from the score in Lighthouse 10.

Score color bands: 0-49 red (Poor), 50-89 orange (Needs Improvement), 90-100 green (Good). Reaching 90+ means being in the top 8% of HTTP Archive sites for that metric.


Guide map

Each guide is a self-contained instruction set. Read in order on first use; jump directly to the relevant guide for targeted tasks.

GuideWhen to read
guides/00-runner-selection.mdFirst: before choosing any tool
guides/01-lhci-configuration.mdSetting up lighthouserc.json/yaml, collect/assert/upload
guides/02-lab-vs-field.mdReconciling Lighthouse scores vs CrUX / PSI field data
guides/03-ci-integration.mdGitHub Actions workflow, LHCI setup, score gating
guides/04-performance-tracking.mdTreo, SpeedCurve, self-hosted LHCI server
guides/05-custom-plugins.mdAuthoring custom Lighthouse audit plugins
guides/06-audit-category-glossary.mdUnderstanding individual audits and their score weights

Templates

  • templates/lighthouserc-starter.yaml: Annotated production-ready LHCI config
  • templates/custom-plugin-starter.js: Scaffold for a custom Lighthouse plugin

Examples

  • examples/happy-path-lhci-setup.md: End-to-end LHCI setup from zero to CI-gating a Next.js app
  • examples/lab-field-reconciliation.md: Walking through a case where Lighthouse scores 90 but CrUX INP fails

Reports

  • reports/README.md: Report template and location convention for audit reports

Command Brief: ai-tools/command-briefs/lighthouse-pagespeed-worker-bee-command-brief.md Research: research/research-summary.md (normal depth, 9 sources, May 2026) Forged by stinger-forge as part of The Hive by Mario Aldayuz a.k.a @thenotoriousllama

Signals

GitHub stars
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Last commit
Sep 2026
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skill
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lighthouse-pagespeed-stinger
Source
github.com/legioncodeinc/vibe-coding-tools