How do I trigger the throughput analysis in Claude Code?

You can trigger this skill using natural language phrases such as 'analyze throughput', 'optimize capacity', or 'identify bottlenecks'.

What metrics does the Throughput Analyzer evaluate?

It analyzes request handling, data processing rates, resource saturation, and queue depths to identify specific system performance limits.

What kind of output can I expect from this skill?

Claude generates detailed reports including current capacity, resource saturation metrics, bottleneck root causes, and specific scaling recommendations.

Does this skill help with infrastructure scaling?

Yes, it evaluates both horizontal and vertical scaling strategies and provides data-driven recommendations for capacity planning.

System Throughput Analyzer

Name: System Throughput Analyzer
Author: jeremylongshore

byjeremylongshore

•

983

Analytics & Monitoring

Analyzes system performance metrics to identify bottlenecks and optimize request handling and data processing capacity.

About

The System Throughput Analyzer skill enables Claude to automatically diagnose performance issues by examining request handling, data processing rates, and resource utilization. It pinpoints specific bottlenecks that hinder optimal performance and evaluates various scaling strategies—both horizontal and vertical—to help teams make informed infrastructure decisions. This skill is essential for maintaining high-performance applications, identifying capacity limits, and preparing for increased traffic or data loads through automated diagnostic reports.

Key Features

Automated bottleneck and root cause identification
Actionable capacity planning recommendations
Scaling strategy impact evaluation
Detailed resource saturation and queue depth analysis
983 GitHub stars
Request and data throughput reporting

Use Cases

Diagnosing web server performance degradation under heavy load
Optimizing data pipeline processing speeds and concurrency limits
Evaluating infrastructure scaling needs for anticipated traffic spikes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills analyzing-system-throughput

For use in Claude.ai and ChatGPT

Download Skill

GitHub