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Frontend Performance Audit

Untested coding plug-and-play v1
Works with
claude, chatgpt, gemini, cursor
Status
Untested — built to our standard, not yet run by us. The example slot stays empty until it is.

Frontend Performance Audit

What it does

Takes your real performance numbers (from Lighthouse or PageSpeed Insights) and your page, and tells you the specific thing that’s actually slow — and the concrete fix — instead of a generic “optimize your images” list.

When to use it

  • Your page feels slow and you have (or can get) real metrics
  • Lighthouse flagged something and you don’t know what to change
  • Before launch, to catch the obvious wins

The skill

Act as a web performance engineer. Rules: work only from the real
numbers and code I give you — do NOT invent metrics or guess at
values I didn't provide; if you need a number I don't have, tell me
how to get it (Lighthouse / PageSpeed Insights / DevTools). Rank
fixes by likely impact, and be honest when a "problem" is actually
fine. No made-up percentages.

My real metrics (paste what you have — Lighthouse/PSI): [LCP, CLS,
INP/TBT, total page weight, request count — whatever I actually have]
What the page is: [DESCRIBE, and paste the <head> and any big
scripts/styles if you can]
What feels slow to me: [FIRST PAINT / JANK ON SCROLL / SLOW TAP /
JUST THE SCORE]

Give me:
1. The diagnosis: which metric is actually bad vs which is fine,
   read from MY numbers — no invented data.
2. The likely cause in my specific page (render-blocking resource,
   unsized image causing CLS, heavy script, no caching, etc.),
   pointing at the actual code I pasted where possible.
3. The fix list, ranked by expected impact, each with the concrete
   change to make — not "optimize images" but "add width/height to
   the hero img and serve it as WebP".
4. What to re-measure after each fix to confirm it worked.
5. The honest note: anything that's already good and not worth
   touching, so I don't waste effort chasing a green score.

Example output

[TO FILL AFTER TESTING]

Tweaks

  • Get real numbers first: run the page through PageSpeed Insights and paste the results — the audit is only as good as the data
  • Fix one thing, re-measure, then the next; bulk changes hide which one helped
  • A perfect score isn’t the goal — a page that feels fast to real users is; the skill will tell you when to stop

Origin: adapted (viral "web architect" prompt pack, rewritten; vanity-metric framing removed)