單元測試

Design and conduct user research to understand needs, behaviors, and experiences. Use when user wants "journey mapping", "user interviews", "survey design", "usability testing", "user research", "customer discovery", "card sorting", "information architecture", "accessibility audit", "design critique", "prototype testing", "requirements gathering", "discovery phase", "validation phase", "research planning", or needs to understand users deeply.

Expert guidance for writing high-quality pytest tests. Use when writing tests, setting up fixtures, parametrizing, mocking, or reviewing test code.

Comprehensive development workflow specialist combining TDD, debugging, performance optimization, code review, and quality assurance into unified development workflows

Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof against rationalization

Guides test-driven development workflow with red-green-refactor cycles. Use when user wants to practice TDD, write tests first, or needs help with test-first development approach.

API integration testing with Supertest and Vitest. Use when testing API endpoints.

Test-Driven Development workflow. Auto-activates when creating new JS/TS files. Advisory mode suggests tests first; strict mode requires them.

Newman/Postman collection testing patterns for API testing with environment variables, test assertions, and reporting. Use when building API tests, running Newman collections, testing REST APIs, validating HTTP responses, creating Postman collections, configuring API test environments, generating test reports, or when user mentions Newman, Postman, API testing, collection runner, integration tests, API validation, test automation, or CI/CD API testing.

Comprehensive quality assurance and testing workflow that orchestrates test strategy design, automated testing implementation, performance testing, and quality metrics. Handles everything from unit testing and integration testing to end-to-end testing, performance testing, and quality assurance automation.

Validates TRUST 5-principles (Test 85%+, Readable, Unified, Secured, Trackable). Use when aligning with TRUST governance.

Testing patterns with layers, mocks, and deterministic time. Use when preparing testable services and small smoke tests.

Spec-First, Agent-Implemented Software Development Lifecycle. Use when: (1) Starting a new software project that needs structured design-before-code approach, (2) User mentions "SDLC", "spec-first", "design docs", or "implementation spec", (3) User wants to go from requirements/intent to working code with traceability, (4) Project requires documented architectural decisions and review checkpoints, (5) User has existing design artifacts and wants to continue from a specific phase. Produces: Intent doc → HLD → ADR-Lite → EIS → Code → Validation tests.

Manages project-specific commands for development, testing, and deployment. Use when needing to run project commands or when setting up commands for a new project.

Guide experienced developers on test structure, patterns, assertions, and test doubles for effective test-driven development

REPL debugging tool for capturing and inspecting local scope at runtime.Use when debugging functions, investigating test failures, understanding intermediate values,or when you need to recreate the runtime context of code without manually fabricating values.

Software testing patterns, strategies, and best practices. Use when writing tests, discussing test architecture, mocking, fixtures, or test organization. Triggers on mentions of testing, unit tests, integration tests, pytest, jest, mocking, fixtures, TDD, test coverage.

Encodes validation patterns for robotics simulation code (ROS 2, Gazebo, Isaac Sim). Ensures code examples are testable, safe, and follow simulation-first pedagogy. Validates Python syntax, ROS 2 patterns, URDF/SDF markup, and troubleshooting completeness.

RESTful API 설계, Request/Response DTO, @Valid 검증. MockMvc 금지, TestRestTemplate 필수. /kb-rest-api 명령 시 자동 활성화.

Use when writing tests or implementing code. Defines RED-GREEN-REFACTOR cycle and test execution workflow.

Complete development setup: scaffolding, TypeScript, testing, CI/CD, Docker, deployment, and best practices