Unit Testing

Provides Flutter and Dart development workflows using dart-mcp tools. Triggers when working with .dart files, pubspec.yaml, or when user mentions Flutter, widget, Riverpod, Freezed, or Dart development. MUST BE USED for Flutter project work involving dart_analyzer, dart_run_tests, hot_reload, or IDE MCP tools.

This skill allows Claude to evaluate machine learning models using a comprehensive suite of metrics. It should be used when the user requests model performance analysis, validation, or testing. Claude can use this skill to assess model accuracy, precision, recall, F1-score, and other relevant metrics. Trigger this skill when the user mentions "evaluate model", "model performance", "testing metrics", "validation results", or requests a comprehensive "model evaluation".

Customize and test Grok parsing for USP, Cloud Sensor, and External adapters. Helps generate parsing rules from sample logs, validate against test data, and deploy configurations. Use when setting up new log sources, troubleshooting parsing issues, or modifying field extraction for adapters.

This skill enables Claude to execute visual regression tests using tools like Percy, Chromatic, and BackstopJS. It captures screenshots, compares them against baselines, and analyzes visual differences to identify unintended UI changes. Use this skill when the user requests visual testing, UI change verification, or regression testing for a web application or component. Trigger phrases include "visual test," "UI regression," "check visual changes," or "/visual-test".

Write RSpec tests for service objects testing business logic, transaction handling, and complex workflows. Use when testing service objects, form objects, or multi-step business processes following TDD.

Use when implementation is complete and tests pass - consolidates research, plan, implementation, and PR workflow (Z01-Z05) into timestamped dev log, cleans up all temporary files, and generates PR description

Generate realistic clinical patient data including demographics, encounters, diagnoses, medications, labs, and vitals. Use when user requests: (1) patient records or clinical data, (2) EMR test data, (3) specific clinical scenarios like diabetes or heart failure, (4) HL7v2 or FHIR patient resources.

Comprehensive test strategy guidance including test pyramid design, coverage goals, test categorization, CI/CD integration, and risk-based prioritization. Use when planning testing approaches, setting up test infrastructure, or optimizing test suites. Trigger keywords: test strategy, test pyramid, coverage goals, what to test, test organization, CI/CD testing, test prioritization, testing approach.

Creates factories and builders for generating consistent, composable test data with realistic values and relationship handling. Use for "test factories", "test data builders", "fixture factories", or "test data generation".

WordPress site migration and deployment using wp-migrate.sh. Use when migrating WordPress sites, syncing databases, managing backups, testing migrations, debugging migration issues, or working with WordPress deployment workflows including Duplicator, Jetpack Backup, and Solid Backups archives. Also use for code modifications, testing, git workflows, PR creation, and release management for this project.

Defines ROI-based coverage targets with critical path identification, layer-specific targets, and explicit "don't test this" guidelines. Use for "test coverage", "coverage strategy", "test priorities", or "coverage targets".

プロジェクト固有のアーキテクチャ設計原則を統合するスキル。ハイブリッドアーキテクチャ（shared/features）、Clean Architecture依存関係ルール、データベース設計、REST API、テスト戦略、エラーハンドリング、CI/CD原則をエージェント設計に適用する。Anchors:• Clean Architecture / 適用: 依存関係ルールと境界設計 / 目的: アーキテクチャ層の分離と依存方向制御• Hybrid Architecture (shared/features) / 適用: ドメイン分離と再利用設計 / 目的: 循環依存回避と単一責任維持• docs/00-requirements/ / 適用: プロジェクト技術スタック仕様 / 目的: 要求仕様との整合性確保Trigger:Use when designing agents that generate project-specific files, database operations, API integrations, test strategies, error handling, or CI/CD workflows. Apply when determining file placement (shared/ vs features/), enforcing dependency rules, or ensuring architecture compliance.architecture compliance, hybrid structure, shared features, dependency rules, agent file generation, database design, REST API, testing strategy

Design and implement comprehensive testing strategies. Use when setting up tests, choosing test types, implementing TDD, or improving code quality. Covers unit tests, integration tests, E2E tests, test-driven development, and testing best practices.

Go语言单元测试专家，帮助生成测试代码、运行测试、生成覆盖率报告，支持ARM64架构自适应

Autonomous penetration testing coordinator using ReAct methodology. Automatically activates when user provides a target IP or asks to start penetration testing. Orchestrates reconnaissance, exploitation, and privilege escalation until both user and root flags are captured. (project)

プロンプトのテスト、評価、反復改善を専門とするスキル。A/Bテスト、評価メトリクス、自動化されたプロンプト品質保証により、本番環境で信頼性の高いプロンプトを実現します。Anchors:• Test-Driven Development: By Example (Kent Beck) / 適用: Red-Green-Refactorサイクル / 目的: 反復的な品質改善• LLM-as-a-Judge pattern / 適用: 自動評価とスコアリング / 目的: スケーラブルな品質評価• A/B Testing for AI Systems / 適用: プロンプト比較実験設計 / 目的: データドリブンな改善Trigger:Use when testing prompts, evaluating prompt quality, running A/B tests on prompts, implementing automated prompt evaluation, or establishing continuous prompt improvement cycles.Keywords: prompt testing, A/B testing, evaluation metrics, LLM-as-a-judge, prompt quality, automated evaluation, regression testing

Generate comprehensive test suites, identify coverage gaps, and accelerate progress toward 70% test coverage goal with intelligent test recommendations

Guide for building applications with @fpkit/acss components. This skill should be used when composing custom React components from fpkit primitives, validating CSS variable naming conventions, extending fpkit components with custom behavior, or ensuring accessibility compliance in fpkit-based applications. Use when the user needs help with component composition patterns, CSS customization, or accessibility testing. Not for developing the @fpkit/acss library itself.

This skill enables Claude to test load balancing strategies. It validates traffic distribution across backend servers, tests failover scenarios when servers become unavailable, verifies sticky sessions, and assesses health check functionality. Use this skill when the user asks to "test load balancer", "validate traffic distribution", "test failover", "verify sticky sessions", or "test health checks". It is specifically designed for testing load balancing configurations using the `load-balancer-tester` plugin.

Implement CI/CD pipelines for AI agent deployment with evaluation gates. Use for GitHub Actions workflows, GitOps with ArgoCD, container image building, and automated testing. Triggers on "CI/CD", "pipeline", "GitHub Actions", "GitOps", "ArgoCD", "deployment automation", "continuous deployment", or when implementing safe agent release workflows.