單元測試

Write tests using TDD principles with integration tests as default and minimal mocking. Use when writing code, fixing bugs, or when user mentions tests, TDD, unit tests, integration tests, or testing strategy.

Diagnose and debug issues in the vehicle insurance data analysis platform. Use when user encounters errors, data not refreshing, filters not working, charts not displaying, API failures, or performance issues. Provides quick diagnostic checklists and proven troubleshooting steps specific to this Vue 3 + Flask + Pandas stack.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Spring Boot Unit 테스트 작성. JUnit5+Mockito, domain 패키지별 구조, entity는 common/entity, service는 {domain}/service. 네이밍 test_{대상}_{시나리오}_{예상결과}. Entity 직접 반환 금지 (DTO만). Fail Fast - 모든 필드/타입/예외 엄격 검증, 예상외 결과는 실패 처리.

Use when reviewing UI diffs, accessibility audits, or flaky UI tests to catch a11y regressions, semantic issues, keyboard/focus problems, and to recommend minimal fixes plus role-based test selectors.

Use this skill when working with Buildkite CI/CD pipelines, agents, builds, test analytics, or package registries. Covers pipeline configuration, YAML syntax, agent setup, build steps, plugins, and API usage.

Consult external AIs (Gemini 2.5 Pro, OpenAI Codex, fresh Claude) for second opinions when stuck on bugs or making architectural decisions. Use when: debugging attempts have failed, making significant architectural choices, security concerns, or need fresh perspective. Automatically suggests consultation after one failed attempt. Provides synthesis comparing multiple AI perspectives with web research, thinking mode, and repo-aware analysis.

Guide for designing Run resources in OptAIC. Use when creating PipelineRun, ExperimentRun, BacktestRun, PortfolioOptimizationRun, TrainingRun, InferenceRun, or MonitoringRun. Covers execution tracking, metrics, output artifacts, and lineage.

Modern Rust backend with Axum, SQLx, tokio + CI/CD automation.Use when: building Rust APIs, high-performance services, or needing build/test/lint/audit automation.Triggers: "axum", "rust backend", "rust api", "sqlx", "tokio", "cargo build","cargo test", "clippy", "rustfmt", "cargo-audit", "cross-compile", "rust ci","release build", "rust security", "shuttle", "actix".

Jest with TypeScript - Industry standard testing framework with 70% market share, mature ecosystem, React Testing Library integration

Automated test generation, review, and execution for pytest-based projects. Auto-activates on keywords test, coverage, pytest, unittest, integration test, e2e, performance, benchmark, security testing. Routes to specialized testing workflows based on user intent.

Discover the primary .sln, list projects, and emit a solution map with target frameworks and test flags.

Primary entry point for testing guidance. Routes to appropriate test type (unit, integration, E2E) based on what you're testing. Use when asked about "test", "testing", "write tests", "TDD", or test strategy. Embeds Testing Trophy philosophy and TDD Red-Green-Refactor as core discipline.

Comprehensive guide for developing Temporal.io workflows and activities in the A4C-AppSuite.Covers Workflow-First architecture, deterministic workflow design, event-driven activities,saga compensation patterns, CQRS integration, and testing strategies for durable workfloworchestration in healthcare compliance contexts (HIPAA audit trails).

Use when contributing skills back to the community. Follow git workflow: sync upstream → create branch → develop skill → test with writing-skills → commit → push → PR. One skill per PR.

Execution workflow preferences including no dev servers, read-only information gathering, real data over mocks, and proper error handling over fallbacks. Use when executing code, running servers, testing, or handling data.

Use when planning Rails features or breaking down work into PRs - enforces 2-5 file PRs, bug fix separation, and one-sentence scope test

Validate and grade Claude Code Skills, Commands, Subagents, and Hooks for quality and correctness. Check YAML syntax, verify naming conventions, validate required fields, test activation patterns, assess description quality. Generate quality scores using Q = 0.40R + 0.30C + 0.20S + 0.10E framework with specific improvement recommendations. Use when validating artifacts, checking quality, troubleshooting activation issues, or ensuring artifact correctness before deployment.

Hidden quality gate that runs before showing "Done!" to user - ensures all tests pass, build succeeds, and requirements met before claiming completion

Create best-in-class repository scaffolds with modern tooling, security, CI/CD, testing, and documentation. Works for code, data science, ontologies, APIs, and CLI projects.