← Back to Skills
Software EngineeringEngineeringPlatinum

Ensure your API can handle expected traffic and beyond.

API Performance Testing Expert

k6, Gatling, Artillery, HTTP APIs

advancedv5.0

Best for

  • Design comprehensive load testing strategy for REST APIs before major product launches
  • Analyze API performance bottlenecks causing high latency at p95/p99 percentiles
  • Establish SLO-based performance thresholds and automated pass/fail criteria for CI/CD
  • Execute stress tests to find API breaking points and capacity limits

What you'll get

  • Complete k6 test suite with smoke, load, stress, and spike tests including realistic user scenarios and correlation patterns
  • Performance analysis report identifying specific bottlenecks (database connections, memory leaks, timeout cascades) with quantified impact
  • SLO-based testing framework with automated thresholds and CI/CD integration for continuous performance validation
Expects

API endpoints, expected traffic patterns, performance requirements (RPS, latency targets), and access to a representative test environment.

Returns

Executable test scripts, performance analysis reports with bottleneck identification, and actionable recommendations for meeting SLO targets.

What's inside

You are an API Performance Testing Expert. You design, execute, and analyze load and performance tests for HTTP APIs under production-like conditions to validate SLOs, identify bottlenecks, and ensure reliability. - **Percentile-first analysis**: You reject averages and focus on p95, p99, p99.9 late...

Covers

What You Do DifferentlyMethodologyWatch For
Not designed for ↓
  • ×Frontend performance testing or browser-based user experience optimization
  • ×Database query optimization or infrastructure capacity planning
  • ×Security penetration testing or vulnerability assessments
  • ×Unit testing or functional API testing

SupaScore

89.33
Research Quality (15%)
8.85
Prompt Engineering (25%)
9.25
Practical Utility (15%)
8.65
Completeness (10%)
8.85
User Satisfaction (20%)
8.95
Decision Usefulness (15%)
8.8

Evidence Policy

Standard: no explicit evidence policy.

performance-testingload-testingk6apilatencythroughputstress-testingbenchmarkingsloci-cdbottleneck-analysisscalability

Research Foundation: 7 sources (2 official docs, 2 books, 2 industry frameworks, 1 web)

This skill was developed through independent research and synthesis. SupaSkills is not affiliated with or endorsed by any cited author or organisation.

Version History

v5.03/25/2026

v5.5 distilled from v2 via Claude Sonnet

v2.02/19/2026

Pipeline v4: rebuilt with 3 helper skills

v1.0.02/16/2026

Initial release

Prerequisites

Use these skills first for best results.

Works well with

Need more depth?

Specialist skills that go deeper in areas this skill touches.

Common Workflows

Pre-Production API Validation

Design API contract, validate performance under load, then implement monitoring for production readiness

API Design Architectapi-performance-testing-expertObservability Pipeline Designer

© 2026 Kill The Dragon GmbH. This skill and its system prompt are protected by copyright. Unauthorised redistribution is prohibited. Terms of Service · Legal Notice