ab-test-analysis
Design and analyze A/B tests, calculate statistical significance, and determine sample sizes…
Identify and debug performance regressions from code changes. Use comparison and profiling to locate what degraded performance and restore baseline metrics.
$ npx -y skills add aj-geddes/useful-ai-prompts --skill performance-regression-debugging --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/performance-regression-debuggingContext preview
The summary Claude sees to decide when to auto-load this skill.
Identify and debug performance regressions from code changes. Use comparison and profiling to locate what degraded performance and restore baseline metrics.
name: performance-regression-debugging description: > Identify and debug performance regressions from code changes. Use comparison and profiling to locate what degraded performance and restore baseline metrics.
Performance regressions occur when code changes degrade application performance. Detection and quick resolution are critical.
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)Detailed implementations in the `references/` directory:
| Guide | Contents | |---|---| | [Detection & Measurement](references/detection-measurement.md) | Detection & Measurement | | [Root Cause Identification](references/root-cause-identification.md) | Root Cause Identification | | [Fixing & Verification](references/fixing-verification.md) | Fixing & Verification | | [Prevention Measures](references/prevention-measures.md) | Prevention Measures |
488 production-ready AI prompts, all following a standardized template with validated quality gates. Transform ChatGPT, Claude, and other AI assistants into expert consultants.
Repo: aj-geddes/useful-ai-prompts
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