perf-measure

Measure application performance against explicit budgets with runtime tools.

Updated Mar 2, 2026
One-click install
npx skills add https://github.com/supermalang/ai-augmented-coding --skill perf-measure-supermalang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: perf-measure
Source: https://github.com/supermalang/ai-augmented-coding/tree/main/.claude/skills/perf-measure
Command: npx skills add https://github.com/supermalang/ai-augmented-coding --skill perf-measure-supermalang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill turns performance from a guess into evidence by measuring real runtime behavior against explicit budgets, so teams can catch regressions before they reach users.

Core Features & Use Cases

  • Bundle analysis: Checks initial and route-level JavaScript size so you can spot oversized dependencies and shipping bloat.
  • Real-user style metrics: Captures Lighthouse and Core Web Vitals on important routes to validate user experience under actual conditions.
  • Database verification: Runs query-plan checks on hot paths to catch sequential scans, missing indexes, and N+1 patterns.
  • Load validation: Supports short stress tests for traffic-sensitive changes and reports latency distributions and error rates.
  • Use case: A checkout refactor changes the homepage bundle and adds a new database query; this Skill measures both, compares them to budget, and tells you whether the change is safe to ship.

Quick Start

Use the perf-measure skill to measure the current task’s bundle size, web vitals, and database query plans against the project’s performance budgets.

Frequently Asked Questions about perf-measure

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I measure web vitals and bundle size against performance budgets?

The best way to catch performance regressions before shipping is to measure real runtime behavior against explicit performance budgets. This approach validates real numbers for bundle size, web vitals, and database queries instead of guessing from static code.

How do I check database query plans for N+1 issues and missing indexes?

To check database query plans for N+1 issues, you run query-plan inspection on hot paths. This verifies database performance by catching sequential scans and missing indexes before traffic-sensitive changes reach production.

Can I run load testing and latency checks for a backend service refactor?

Yes, you can run short load testing for a backend service refactor. This applies stress tests to traffic-sensitive changes, reporting latency distributions and error rates to validate if the refactor is safe to ship.

Do I need a running application and build access to measure real performance?

Yes, you need a running application and build access to measure real performance. Measuring real runtime behavior against explicit budgets requires runtime tools and build access to verify actual performance numbers rather than static code guesses.