Testing & Security

Dockerizes backend projects with auto-detection, latest base images via web search, Dockerfile generation, and Makefile with port override support.

Mocks APIs with Mock Service Worker including request handlers, server/browser setup, and testing integration. Use when mocking APIs in tests, developing without backend, or simulating network conditions.

Write failing tests before implementation (RED phase of TDD). Creates test file with test functions that fail because code doesn't exist yet. Use when starting TDD workflow or adding tests for new functionality.

Use when encountering any bug, test failure, or unexpected behavior - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions

Introduces property-based testing with proptest, helping users find edge cases automatically by testing invariants and properties. Activates when users test algorithms or data structures.

Parallel execution of analysis check skills. Command-specific - /ms uses all 3 checks, /build uses 2, /audit uses 2 different ones. See command for which checks to run.

Expert guidance on statistical analysis methodologies and Monte Carlo simulation for fantasy football. Use this skill when selecting regression approaches, designing simulations, performing variance analysis, or conducting hypothesis tests. Covers regression types (OLS, Ridge, Lasso, GAMs), Monte Carlo frameworks, regression-to-mean analysis, and statistical best practices for player performance modeling.

Multi-stage deep investigation and reasoning for complex problems using PAL MCP. Use for architecture decisions, complex analysis, performance challenges, or when you need thorough reasoning. Triggers on complex problems requiring deep thought, hypothesis testing, or expert analysis.

Bootstraps complete backend with Apso, including API setup, database configuration, and testing. Triggers when user needs to create backend, setup API, or initialize server.

Reference and maintain the project's technology stack including frameworks, languages, databases, testing tools, and third-party services to ensure consistency across the codebase. Use this skill when making technology decisions, adding new dependencies, choosing appropriate tools or libraries, configuring build systems, setting up testing frameworks, or documenting the tech stack. Apply this skill when selecting which framework, library, or tool to use for a given task, when ensuring code follows the conventions of the chosen stack (React patterns, Python idioms, Rails conventions), when integrating third-party services, or when documenting technology choices in README or architecture documentation. This skill ensures all team members use consistent technologies, new additions align with existing stack decisions, technology choices are documented with rationale, and the project maintains coherent patterns rather than mixing conflicting approaches or frameworks.

E2E 테스트, Flyway vs @Sql 분리, TestRestTemplate 필수. MockMvc 금지. /kb-integration 명령 시 자동 활성화.

Expert at handling Supabase database migrations, creating RPC functions, managing RLS policies, and updating database schemas. Use when working with migrations, database schema changes, SQL functions, or Row Level Security policies.

Use to avoid critical testing mistakes. Five Iron Laws: Never test mock behavior, Never add test-only methods, Never mock without understanding, Always integration test, Always test error paths.

EditorConfig file validation and template for enforcing consistent coding styles across editors and IDEs in monorepos. Includes 4 required standards (root declaration, universal settings with UTF-8/LF/2-space defaults, language-specific sections for JS/TS/JSON/YAML/Markdown/Python/Shell/SQL/Docker/Prisma, root-only placement in monorepos). Use when creating or auditing .editorconfig files to ensure consistent code formatting.

Calculate Monaco payslips (bulletin de salaire) with social security contributions, taxes, and net salary. Use when user requests Monaco payslip calculations, salary breakdowns for Monaco employees, or needs to compute Monegasque employer/employee contributions.

Official NestJS starter with modular architecture and Jest testing.

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

Kyverno network security policies that enforce NetworkPolicy requirements, Ingress rules, and Service restrictions in Kubernetes.

Battle-tested automation patterns for GitHub Actions, Argo, and Kubernetes. Build resilient, idempotent workflows that scale with hub-and-spoke design.

Root package.json configuration for MetaSaver monorepos. Use when creating or auditing root package.json files to ensure workspace configuration, required scripts (build, dev, lint, test, format, clean), turbo pipeline scripts, packageManager field, and only devDependencies at root (no dependencies except cross-platform binaries).