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load-testing - Guide for load testing methodology and performance analysis

Provides methodology for scenario design, tool selection, bottleneck identification, capacity planning, and CI integration in load testing.

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Updated: 2026-09-20

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Design realistic load test scenarios
  • Select appropriate load testing tools
  • Identify system performance bottlenecks
  • Estimate scaling capacity from results
  • Integrate performance tests into CI

Inputs

  • Target application endpoints and workloads
  • User journey datasets
  • Infrastructure monitoring metrics

Outputs

  • Load test execution metrics
  • Latency percentile reports
  • System bottleneck analysis
  • Capacity estimation plans

Requirements

  • Load testing tool such as k6
  • Dedicated non-production testing environment
  • Infrastructure monitoring software

Source

  • Spec: SKILL.md

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load-testing
performance-testing
capacity-planning
ci-cd
k6
Design realistic load test scenarios
Select appropriate load testing tools
Identify system performance bottlenecks
Estimate scaling capacity from results
Target application endpoints and workloads
User journey datasets
Infrastructure monitoring metrics
Load test execution metrics
Latency percentile reports
System bottleneck analysis