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/vercel-optimize

@583754a official
by Vercel Labsvercel-labs/agent-skills32k stars
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Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics, usage, project config, and code scan results first; investigate only metric-backed candidates; produce ranked recommendations grounded in verified files and version-aware Vercel/framework docs. Trigger for Vercel bill reduction, slow or expensive routes, caching opportunities, Function Invocations, Build Minutes, Fast Data Transfer, Core Web Vitals, Bot Management, Fluid compute, or cost breakdown requests.

Use this Skill: https://skilld.dev/gh/vercel-labs/agent-skills/vercel-optimize

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referencesplaybookscontent-site.md

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Content site

Documentation, blogs, knowledge bases, marketing-adjacent content with mostly static pages. Authoring may be headless-CMS-driven or markdown-in-repo.

Typical billing shape

Edge Requests dominate (every page view is an edge request; static assets even more). Image Optimization is often the #2 line item. Function Duration tends to be low — most pages should be static or ISR.

Priority patterns

  1. Pre-render everything that can be pre-rendered. Blog index, individual posts, docs pages, category pages. Use generateStaticParams for App Router or getStaticPaths for Pages Router. Anything CMS-driven should run on a webhook revalidation, not on every request.
  2. ISR with a sensible cadence. Pages that need fresh-ish content but don't need real-time accuracy go ISR. revalidate: 3600 (hourly) is a good starting point for docs; 60s for blog index pages.
  3. next/image for every image asset. Hero images, author photos, post inline images, OG images. Even thumbnail-only sites benefit from format negotiation (WebP/AVIF).
  4. next/font for self-hosted fonts. Eliminates FOIT/FOUT, eliminates the third-party request, prevents CLS.
  5. Prefetch on hover. next/link does this by default. For other frameworks, consider intersection-observer-based prefetch on the visible link set.

Frequent gotchas

  • force-dynamic on the blog index. Almost never necessary. The index can ISR or be fully static.
  • Markdown rendering on every request. If you're parsing MDX at request time, you're paying function-duration cost on what should be a static asset. Build-time MDX → static HTML.
  • Search rebuilt on every request. Site search backed by a function that queries a CMS on every keystroke. Move to a search index (Algolia, Pagefind, build-time generated) and serve from the CDN.
  • CMS preview routes leaking into production traffic. A /preview/[slug] route that's effectively another rendering path; sometimes called from production by mistake. Audit referrers.

Cross-references

  • https://nextjs.org/docs/app/api-reference/functions/generate-static-params — for pre-rendering
  • https://vercel.com/docs/incremental-static-regeneration — for the ISR fix
  • https://nextjs.org/docs/app/api-reference/components/image — image optimization
  • https://nextjs.org/docs/app/api-reference/components/font — self-hosted fonts
  • vercel-react-best-practices:bundle-defer-third-party — defer analytics/cookie banners

Source: SKILL.md on GitHub

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  • Gen Agent Trust Hub16d

    The `vercel-optimize` skill is a robust tool designed for performance and cost auditing of Vercel projects. It implements a 'metrics-first' doctrine, ensuring that any code investigation is preceded by an analysis of production telemetry fetched via the official Vercel CLI. The skill demonstrates high security standards, including deterministic gates to limit AI investigation scope, automated redaction of sensitive telemetry identifiers, and a verification framework to prevent hallucinations.

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    Risk: LOW · No issues

Signed by skilld at 583754a. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub last month.

Steadyupdated 4 months ago
metadata
{
  "version": "1.2.0"
}
  • Nuxt
  • Performance
  • vercel
  • next.js
  • sveltekit
  • astro
  • optimization
  • cost
  • metrics
  • observability

README badge

README badge for vercel-labs/agent-skills/vercel-optimize

Runs a metrics-first audit of Vercel-deployed projects to identify cost and performance optimization opportunities. Collects production metrics, usage, and code signals, then gates candidates by verified impact before investigating Next.js, SvelteKit, Nuxt, and limited Astro apps. Produces ranked recommendations tied to actual route-level performance data and framework-aware documentation.

Generated from the current SKILL.md.

Does this work with my framework?
Vercel Optimize supports Next.js (App Router and Pages Router), SvelteKit, and Nuxt with full metric-backed recommendations. Astro support is limited. Other frameworks like Hono or Remix can run a code-only audit but may not map route-level metrics back to source files.
What do I need to set up before running an audit?
You need Vercel CLI v53+, an authenticated session (`vercel login`), a linked app directory (`vercel link`), and Node.js 20+. Observability Plus is required for route-level metric-backed recommendations.
Does this require Observability Plus?
Observability Plus is required for route-level recommendations. Without it, the skill can still run a limited code-only audit if you accept the reduced scope.
What metrics does this collect and analyze?
The skill collects Vercel production signals via `vercel metrics`, `vercel usage`, and `vercel contract`, then gates investigations based on metric-backed candidates. It analyzes cost (Function Invocations, Build Minutes, Fast Data Transfer), performance (Core Web Vitals), and caching opportunities on a 14-day window.
Can I run this on unsupported frameworks?
Yes, but with limitations. The skill can run a platform/code-only audit for unsupported frameworks and will prompt you to accept the limited scope before proceeding.

Generated from the current SKILL.md. These answers refresh after source changes.