Mechanism
When It Triggers · How It Works · What It Produces
Breaks down how the skill works and what it produces, so you can quickly judge whether it fits your scenario and value.
Trigger Timing
When the user needs Vercel cost/performance optimization on deployed Next.js, SvelteKit, Nuxt, or limited Astro apps — e.g. bill reduction, slow routes, caching, Core Web Vitals, Bot Management, Fluid compute.
Working Mechanism
- Collect Vercel metrics, usage, config, and code scan into signals.json
- Run deterministic gate to select metric-backed candidates only
- Deep-dive, reconcile, and generate ranked recommendations grounded in verified files and version-aware docs
Outcome
A ranked optimization report with safe, citation-backed recommendations that reduce Vercel cost and improve performance.
Use Cases
Two Typical Use Cases
Reduce unexpected Vercel bill spike
A team sees a sudden Vercel bill spike and slow API routes. They invoke vercel-optimize to collect metrics and usage, gate investigations to metric-backed candidates, and receive a ranked report showing uncached routes and excessive Function Invocations with exact file references and version-aware fixes, cutting monthly cost.
Improve Core Web Vitals on Next.js
A Next.js site has poor Core Web Vitals on production. The skill collects route metrics via Observability Plus, scans code, gates CWV-poor candidates, and outputs prioritized recommendations (image optimization, lazy boundaries) grounded in verified source and Vercel docs, improving LCP and user experience.
Skill Relationships
Which Skills I Use · Which Skills Use Me
Dependency relationships read as "the upper tier points to the lower tier." The current Skill sits in the middle tier — above are Skills that depend on it, below are Skills it depends on.
Tier 1 · These Skills Use Me
- No explicit dependency
Tier 2 · Current Skill
- vercel-optimizeWorkflow
Tier 3 · I Use These Skills
- No explicit dependency on other Skills
Full Relationship Graph
Browse this skill's relationships within its skillset. Click a node to switch the side panel; use the search box to jump to any skill.
Skill File