How do I activate the Bottleneck Identifier skill?

The skill activates automatically when you mention 'bottleneck identifier' or ask Claude for help with performance testing, load testing, or benchmarking tasks.

What is the Bottleneck Identifier skill?

It is a specialized capability for Claude Code designed to help developers identify and resolve performance constraints in their software systems through automated analysis and best practices.

Can this skill help with production-level performance issues?

Absolutely. It follows industry best practices to generate production-ready code and configurations aimed at optimizing high-scale applications.

What types of performance testing does it cover?

It covers a wide range of performance domains including load testing, stress testing, benchmarking, and ongoing performance monitoring.

Does this skill work with specific performance tools?

Yes, it provides guidance and generates configurations for popular tools like k6 and JMeter, as well as general performance monitoring patterns.

Bottleneck Identifier

Name: Bottleneck Identifier
Author: jeremylongshore

byjeremylongshore

•

983

Security & Testing

Analyzes system performance to pinpoint resource constraints and optimize application throughput during load and stress testing.

About

The Bottleneck Identifier skill empowers Claude to assist developers in diagnosing performance issues across the entire software stack. By integrating with load testing tools and monitoring practices, it provides automated guidance to detect resource contention, slow database queries, and inefficient code paths. This skill is essential for engineers conducting stress tests or benchmarking sessions who need actionable insights and production-ready configurations to ensure their applications can handle high-traffic scenarios effectively.

Key Features

Validation of performance outputs against industry standards
Benchmarking and stress testing implementation support
Identification of common performance anti-patterns and system constraints
983 GitHub stars
Step-by-step performance diagnostic and troubleshooting guidance
Automated generation of load testing configurations for k6 and JMeter

Use Cases

Diagnosing database connection pooling issues during high-concurrency stress tests
Optimizing CPU and memory usage by locating inefficient logic in backend services
Setting up automated performance monitoring scripts to detect regressions in CI/CD pipelines

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills bottleneck-identifier

For use in Claude.ai and ChatGPT

Download Skill

GitHub