Can I use this for backend processes?

While the primary focus is on UI event optimization, these patterns are applicable to any high-frequency event stream, including file monitoring or rate-limiting logic.

When should I use debounce instead of throttle?

Use debounce for tasks that should only execute after the user stops an action (like search typing), and throttle for tasks that should execute at regular intervals during a continuous action (like window resizing).

Does this skill provide code templates?

Yes, it includes production-ready TypeScript templates for both debounce and throttle patterns that can be easily integrated into your project.

How does this skill help with performance validation?

It provides specific measurement templates and an evaluation workflow to compare performance before and after optimization, ensuring the implementation meets UX goals.

Debounce & Throttle Pattern Orchestrator

Name: Debounce & Throttle Pattern Orchestrator
Author: daishiman

bydaishiman

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Developer Tools

Optimizes high-frequency event handling through standardized debounce and throttle implementation patterns.

About

This skill provides a comprehensive framework for managing high-frequency events like scrolling, resizing, and rapid user input. It guides developers through a four-phase workflow: requirement analysis, pattern selection, implementation using TypeScript templates, and performance validation. By systematically applying debounce or throttle strategies, the skill helps reduce CPU load, prevent redundant API calls, and improve overall UI responsiveness and stability.

Key Features

Guidance on tuning delay intervals and resource load balancing
2 GitHub stars
Automated pattern selection checklist for debounce vs. throttle
Integration with event monitoring and logging scripts
Production-grade TypeScript implementation templates
Performance measurement and impact validation reporting

Use Cases

Throttling file system watchers in large development environments
Optimizing search-as-you-type inputs to minimize backend API load
Enhancing scroll and resize event performance for complex layouts

About

Key Features

Guidance on tuning delay intervals and resource load balancing
2 GitHub stars
Automated pattern selection checklist for debounce vs. throttle
Integration with event monitoring and logging scripts
Production-grade TypeScript implementation templates
Performance measurement and impact validation reporting

Use Cases

Throttling file system watchers in large development environments
Optimizing search-as-you-type inputs to minimize backend API load
Enhancing scroll and resize event performance for complex layouts