Can I use these scaling patterns outside of Kubernetes?

While the auto-scaling configurations focus on Kubernetes HPA, the k6 scripts, connection pooling patterns, and capacity planning logic are applicable to any infrastructure environment.

What load testing tool does this skill use?

The skill primarily utilizes k6, a modern, developer-centric open-source performance testing tool, for simulating traffic and measuring system response times.

Does this skill help with Windsurf rate limiting?

Yes, by using the load testing and benchmarking features, you can identify your integration's effective throughput and configure connection pools to stay within Windsurf's API limits.

How does the capacity planning feature work?

It provides TypeScript-based logic that analyzes current system metrics (CPU, latency, RPS) to calculate maximum throughput and provides specific 'Scale up' or 'Monitor' recommendations.

Windsurf Load & Scale

Name: Windsurf Load & Scale
Author: jeremylongshore

byjeremylongshore

•

983

Deployment & DevOps

Optimizes Windsurf integrations through automated load testing, Kubernetes auto-scaling configurations, and data-driven capacity planning.

About

This Claude Code skill provides a comprehensive toolkit for managing the performance and scalability of Windsurf-integrated applications. It enables developers to generate k6 load testing scripts, configure Kubernetes Horizontal Pod Autoscalers (HPA), and implement connection pooling strategies to ensure system stability under high traffic. By combining automated benchmarking with intelligent capacity estimation, the skill helps teams prevent performance bottlenecks, optimize resource utilization, and maintain high reliability for their SaaS integrations.

Key Features

Automated k6 load test script generation with custom performance thresholds
Advanced connection pooling patterns for efficient API client management
Kubernetes Horizontal Pod Autoscaler (HPA) configuration using CPU and queue metrics
983 GitHub stars
Intelligent capacity planning logic to estimate max RPS and system headroom
Standardized performance benchmarking templates for production readiness reviews

Use Cases

Stress testing Windsurf API integrations to identify breaking points before production deployment
Calculating future resource requirements and hardware budgets based on current performance benchmarks
Configuring dynamic infrastructure scaling based on real-time request queue depth

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills windsurf-load-scale

For use in Claude.ai and ChatGPT

Download Skill

GitHub