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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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referencesplaybooksecommerce.md

≈685 tokens on demand. Your agent reads this file only when SKILL.md points to it.

E-commerce

Storefronts with cart, checkout, product catalogs. Often Stripe-integrated. Traffic skews toward catalog browsing (cacheable) and checkout (uncacheable).

Typical billing shape

Edge Requests dominate (catalog browsing, image asset traffic) → Image Optimization (product images) → Function Duration (cart/checkout APIs). ISR Reads matter when product pages use ISR.

Priority patterns

  1. Catalog pages: aggressive ISR + image optimization. Product list and product detail pages should be ISR with a sensible revalidate (60s-3600s). Every image should go through next/image (or the framework equivalent). For Vercel-hosted storefronts, image cost can dominate everything else.
  2. Checkout: keep dynamic, but parallelize external calls. Cart/checkout/payment routes are correctly dynamic. The win is in reducing their function duration — Promise.all for independent calls to Stripe + inventory + tax services. Cite vercel-react-best-practices:async-parallel.
  3. Cart drawer hydration: lift 'use client' to the leaf. Cart components are interactive, but the page wrapping them shouldn't be. Hoist server-rendered parts upward; only the buttons/forms are client.
  4. Webhooks: separate, not on the user path. Stripe/Shopify webhook handlers should live as their own routes with short duration limits. They don't share traffic patterns with the storefront.
  5. Edge middleware for A/B + region routing only. Catalog locale routing is a fine fit. Auth/cart state belongs in the dynamic page, not middleware.

Frequent gotchas

  • Product images served raw. <img src={product.imageUrl}> for hundreds of variants costs more than the rest of the bill combined. Always next/image.
  • force-dynamic on the storefront homepage. Often added during development to test cart-state behavior, never removed. Audit ruthlessly.
  • Sequential Stripe calls. "Create customer" → "create subscription" → "create invoice" is often three sequential awaits where two could run in parallel.
  • Bot traffic on product search. Marketing-driven traffic + bot traffic on search routes inflates edge request cost. Bot Protection often pays for itself within a month.

Cross-references

  • vercel-react-best-practices:async-parallel — parallelize Stripe/inventory/tax calls in checkout
  • vercel-react-best-practices:async-suspense-boundaries — stream the checkout shell, fill cart drawer later
  • vercel-react-best-practices:bundle-defer-third-party — defer analytics (GA, Mixpanel) post-hydration
  • https://nextjs.org/docs/app/api-reference/components/image — for the catalog image fix
  • https://vercel.com/docs/bot-management — for bot traffic on search/product routes

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.