performance-regression-debugging

aj-geddes/useful-ai-prompts · updated Apr 8, 2026

$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill performance-regression-debugging
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summary

Performance regressions occur when code changes degrade application performance. Detection and quick resolution are critical.

skill.md

Performance Regression Debugging

Table of Contents

Overview

Performance regressions occur when code changes degrade application performance. Detection and quick resolution are critical.

When to Use

  • After deployment performance degrades
  • Metrics show negative trend
  • User complaints about slowness
  • A/B testing shows variance
  • Regular performance monitoring

Quick Start

Minimal working example:

// Before: 500ms response time
// After: 1000ms response time (2x slower = regression)

// Capture baseline metrics
const baseline = {
  responseTime: 500, // ms
  timeToInteractive: 2000, // ms
  largestContentfulPaint: 1500, // ms
  memoryUsage: 50, // MB
  bundleSize: 150, // KB gzipped
};

// Monitor after change
const current = {
  responseTime: 1000,
  timeToInteractive: 4000,
  largestContentfulPaint: 3000,
  memoryUsage: 150,
  bundleSize: 200,
};

// Calculate regression
const regressions = {};
for (let metric in baseline) {
  const change = (current[metric] - baseline[metric]) / baseline[metric];
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Detection & Measurement Detection & Measurement
Root Cause Identification Root Cause Identification
Fixing & Verification Fixing & Verification
Prevention Measures Prevention Measures

Best Practices

✅ DO

  • Follow established patterns and conventions
  • Write clean, maintainable code
  • Add appropriate documentation
  • Test thoroughly before deploying

❌ DON'T

  • Skip testing or validation
  • Ignore error handling
  • Hard-code configuration values

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.541 reviews
  • Dhruvi Jain· Dec 28, 2024

    Keeps context tight: performance-regression-debugging is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Henry Farah· Dec 28, 2024

    Useful defaults in performance-regression-debugging — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Jin Torres· Dec 24, 2024

    performance-regression-debugging has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Ava Taylor· Dec 8, 2024

    We added performance-regression-debugging from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Min Ramirez· Dec 4, 2024

    Keeps context tight: performance-regression-debugging is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Alexander Diallo· Nov 27, 2024

    Solid pick for teams standardizing on skills: performance-regression-debugging is focused, and the summary matches what you get after install.

  • James Desai· Nov 23, 2024

    Registry listing for performance-regression-debugging matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Oshnikdeep· Nov 19, 2024

    Registry listing for performance-regression-debugging matched our evaluation — installs cleanly and behaves as described in the markdown.

  • James Kapoor· Nov 15, 2024

    performance-regression-debugging fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Hassan Anderson· Oct 18, 2024

    performance-regression-debugging has been reliable in day-to-day use. Documentation quality is above average for community skills.

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