Probe and test SDR hardware capabilities (RTL-SDR, SDRplay, HackRF, etc.). Use when verifying device detection, discovering supported sample rates and gains, testing antenna…
Toolkit para interagir e testar aplicações web locais usando Chrome DevTools MCP. Suporta verificação de funcionalidade frontend, debugging de UI, captura de screenshots, análise…
Debug failures systematically by freezing feature work, reproducing the issue, testing hypotheses, applying the smallest fix, and rerunning verification.
Use when the user wants to run a diffusers pipeline from a terminal (one-off generation, batch jobs, smoke-testing a new model), run on HF Sandbox hardware via `--remote`,…
When the user wants to build digital twins, simulate supply chain operations, or create virtual replicas for testing.
Resolve disagreements between agents or approaches using test-based adjudication. Use when agents disagree, when multiple valid approaches exist, when the user asks "which…
Phase 4 of disciplined development. Verifies implementation against design through unit and integration testing.
Automatically discover testing skills when working with testing. Activates for testing development tasks. — from engineering/testing
Use when implementing features or adding functionality - dispatches incremental-tdd-agent that enforces ONE test at a time, preventing batch test writing that defeats incremental…
Use when encountering bugs, test failures, unexpected behavior, errors, or performance problems - dispatches systematic-debugging-agent that enforces 4-phase process (root cause…
A five-director adversarial board that deliberates on plans, architecture decisions, and high-stakes proposals.
Use when when preparing a software release, testing contribution workflows, or auditing package availability: verify that matchms can be installed and imported successfully from…
Expert review pass for distributed-systems footguns in changed code -- retries without idempotency, unbounded queues, fire-and-forget calls without dedup, missing fencing tokens,…
Alpha and beta diversity analysis for microbiome data. Calculate within-sample richness, evenness, and between-sample dissimilarity with phyloseq and vegan.
Drafts a board of directors resolution authorizing a cash, stock, or property dividend to shareholders.
Performs comprehensive code review by analyzing git diff, verifying conformance with project rules, validating test suites, and checking adherence to Tech Spec and Tasks.
Create a minimal working Documenso example. Use when starting a new Documenso integration, testing your setup, or learning basic document signing patterns.
Set up local development environment and testing workflow for Documenso. Use when configuring dev environment, setting up test workflows, or establishing rapid iteration patterns…
Provides heuristics for identifying incomplete or broken documentation. Use when validating README setup instructions, testing onboarding flows, or auditing documentation quality.
Документатор Платформы для пользовательских UI-инструкций из Playwright tests/ui/e2e: @pytest.mark.scenario, ScenarioRecorder, docs/scenarios, taxonomy и make test-ui-doc.
Write JavaScript code in the style of Kent C. Dodds, testing advocate and React educator. Emphasizes testing best practices, React patterns, and developer productivity.
Run the full autonomous test suite end-to-end and report results. Activate when user mentions "test end to end", "autonomous testing", "run all tests", "full test run", "E2E…
DORA (EU 2022/2554) digital operational resilience compliance automation for financial entities. Assesses readiness against all 5 DORA pillars, classifies ICT incidents, validates…
DORA expert for EU financial entities. Deep knowledge of Digital Operational Resilience Act including 5 pillars, ICT risk management, incident reporting, resilience testing,…
Catalog of every environment variable, script flag, and config knob in this dotfiles repo -- consumer, default, effect, and whether it is production, test-only, or…
Comprehensive .NET development guidelines covering DDD, SOLID principles, ASP.NET Core REST APIs, and C# best practices.
Wraps .NET's TimeProvider abstraction (System.TimeProvider, introduced .NET 8) and FakeTimeProvider from Microsoft.Extensions.TimeProvider.Testing: SetUtcNow, Advance,…
Apply MCAF ML/AI delivery guidance for data exploration, feasibility, experimentation, testing, responsible AI, and operating ML systems.
Write, run, or repair .NET tests that use MSTest. Use when a repo uses `MSTest.Sdk`, `MSTest`, `[TestClass]`, `[TestMethod]`, `DataRow`, or Microsoft.Testing.Platform-based MSTest…
Write, run, or repair .NET tests that use NUnit. Use when a repo uses `NUnit`, `[Test]`, `[TestCase]`, `[TestFixture]`, or NUnit3TestAdapter for VSTest or…
Build or review distributed .NET applications with Orleans grains, silos, persistence, streaming, reminders, placement, transactions, serialization, event sourcing, testing, and…
Set up or refine open-source .NET code-quality gates for CI: formatting, `.editorconfig`, SDK analyzers, third-party analyzers, coverage, mutation testing, architecture tests, and…
Use the open-source free `Stryker.NET` mutation testing tool for .NET. Use when a repo needs to measure whether tests actually catch faults, especially in critical libraries or…
Reference data for .NET test framework detection patterns, assertion APIs, skip annotations, setup/teardown methods, and common test smell indicators across MSTest, xUnit — from…
Run dotnet test, capture failed test cases, and generate a rerun filter plus a markdown failure summary.
.NET 測試基礎技能總覽與引導中心。當使用者詢問「如何寫 .NET 測試」、「.NET 測試入門」、「需要哪些測試工具」、「測試最佳實踐」、「從零開始學測試」等一般性測試需求時觸發。會根據具體需求推薦適合的子技能組合，涵蓋測試基礎、測試資料、斷言、模擬、特殊場景等 19 個基礎技能。 Keywords: dotnet testing, .NET 測試,…
.NET 進階測試技能總覽與引導中心。當使用者詢問「整合測試」、「API 測試」、「容器化測試」、「微服務測試」、「測試框架遷移」、「Testcontainers」、「Aspire 測試」等進階測試需求時觸發。會根據具體需求推薦適合的子技能組合，涵蓋整合測試、Testcontainers、Aspire 測試、框架升級等 8 個進階技能。 Keywords:…
.NET Aspire Testing 整合測試框架完整指南。涵蓋 AppHost 專案設定、DistributedApplicationTestingBuilder、容器生命週期管理。包含從 Testcontainers 遷移、多服務編排、Respawn 配置與時間可測試性設計。 Keywords: aspire testing, .NET…
ASP.NET Core 整合測試的專門技能。當需要測試 Web API 端點、HTTP 請求/回應、中介軟體、依賴注入時使用。涵蓋 WebApplicationFactory、TestServer、HttpClient 測試、記憶體資料庫配置等。 Keywords: integration testing, 整合測試, web api testing,…
使用 Testcontainers 進行容器化資料庫測試的專門技能。當需要測試真實資料庫行為、使用 SQL Server/PostgreSQL/MySQL 容器、測試 EF Core/Dapper 時使用。涵蓋容器啟動、資料庫遷移、測試隔離、容器共享等。 Keywords: testcontainers, 容器測試, container testing,…
Testcontainers NoSQL 整合測試完整指南。涵蓋 MongoDB 文件操作、Redis 五種資料結構、Collection Fixture 模式。包含 BSON 序列化、索引效能測試、資料隔離策略與容器生命週期管理。 Keywords: testcontainers mongodb, testcontainers redis,…
TUnit 進階應用完整指南 - 資料驅動測試、依賴注入與整合測試實戰。涵蓋 MethodDataSource、ClassDataSource、Matrix Tests、Properties 過濾。包含 Retry/Timeout 控制、WebApplicationFactory 整合、Testcontainers 多服務編排。 Keywords:…
TUnit 新世代測試框架入門完整指南。涵蓋 Source Generator 驅動測試發現、AOT 編譯支援、流暢式非同步斷言。包含專案建立、[Test] 屬性、生命週期管理、並行控制與 xUnit 語法對照。 Keywords: TUnit, tunit testing, source generator testing, AOT testing,…
TUnit 新世代測試框架入門完整指南。 涵蓋 Source Generator 驅動測試發現、AOT 編譯支援、流暢式非同步斷言。 包含專案建立、[Test] 屬性、生命週期管理、並行控制與 xUnit 語法對照。
ASP.NET Core WebApi 整合測試完整指南。涵蓋 WebApplicationFactory、IExceptionHandler、ProblemDetails 標準格式驗證。包含 Testcontainers 多容器編排、Flurl URL 建構、AwesomeAssertions HTTP 驗證。 Keywords: webapi…
xUnit 2.9.x 到 3.x 升級完整指南。涵蓋破壞性變更、套件更新、async void 修正、IAsyncLifetime 調整。包含新功能介紹: Assert.Skip、Explicit Tests、Matrix Theory、Assembly Fixtures。 Keywords: xunit upgrade, xunit v3, xunit…
AutoFixture 與 xUnit 整合完整指南。涵蓋 AutoData、InlineAutoData、自訂 Customization 與測試資料屬性。簡化參數化測試資料準備，提升測試可讀性與維護性。 Keywords: AutoData, InlineAutoData, AutoFixture xUnit, [AutoData],…
使用 AutoFixture 自動產生測試資料的基礎技能。當需要快速產生測試物件、減少樣板程式碼、實現匿名測試時使用。涵蓋 Fixture.Create、CreateMany、循環參考處理、與 xUnit 整合等。 Keywords: autofixture, fixture, 自動產生測試資料, test data generation,…
AutoFixture 與 Bogus 整合完整指南。結合匿名測試資料與真實感語意化資料產生。涵蓋 SpecimenBuilder 整合、混合產生器、測試資料工廠與循環參考處理。 Keywords: autofixture bogus integration, autofixture bogus, bogus integration, Faker,…
AutoFixture 進階自訂化技術完整指南。涵蓋 DataAnnotations 自動整合、ISpecimenBuilder 實作、優先順序管理。包含 DateTime/數值範圍建構器、泛型化設計與流暢式擴充方法。 Keywords: autofixture customization, autofixture customize,…
AutoFixture 與 NSubstitute 整合指南 - 實現自動模擬 (Auto-Mocking)。涵蓋 AutoNSubstituteDataAttribute、Frozen 機制、Greedy 建構策略。包含 IMapper (AutoMapper/Mapster) 等特殊相依性的客製化處理。適用於複雜相依性注入測試、Mock…
使用 AwesomeAssertions 進行流暢且可讀的測試斷言技能。當需要撰寫清晰的斷言、比對物件、驗證集合、處理複雜比對時使用。涵蓋 Should()、BeEquivalentTo()、Contain()、ThrowAsync() 等完整 API。 Keywords: assertions, awesome assertions, fluent…
使用 Bogus 產生擬真假資料的專門技能。當需要產生真實感的姓名、地址、電話、Email、公司資訊等測試資料時使用。涵蓋 Faker 類別、多語言支援、自訂規則、大量資料產生等。 Keywords: bogus, faker, fake data, 假資料, 擬真資料, realistic data, fake name, fake address,…
使用 Bogus 產生擬真假資料的專門技能。 當需要產生真實感的姓名、地址、電話、Email、公司資訊等測試資料時使用。 涵蓋 Faker 類別、多語言支援、自訂規則、大量資料產生等。
程式碼覆蓋率分析完整指南。涵蓋 Coverlet 設定、報告產生、指標解讀與循環複雜度整合。包含 Fine Code Coverage、VS Code 內建工具、CI/CD 整合與最佳實踐。 Keywords: code coverage, 程式碼覆蓋率, 覆蓋率分析, coverage report, Coverlet, Fine Code…
程式碼覆蓋率分析完整指南。 涵蓋 Coverlet 設定、報告產生、指標解讀與循環複雜度整合。 包含 Fine Code Coverage、VS Code 內建工具、CI/CD 整合與最佳實踐。
處理複雜物件比對與深層驗證的專門技能。當需要比對深層物件、排除特定屬性、處理循環參照、驗證 DTO/Entity 時使用。涵蓋 BeEquivalentTo、Excluding、Including、自訂比對規則等。 Keywords: object comparison, 物件比對, deep comparison, 深層比對,…
使用 TimeProvider 測試時間相依邏輯的專門技能。當需要測試 DateTime、控制時間流逝、處理時區轉換、測試過期邏輯時使用。涵蓋 TimeProvider 抽象化、FakeTimeProvider 時間控制、時間凍結與快轉等。 Keywords: datetime, time testing, 時間測試, TimeProvider,…
使用 System.IO.Abstractions 測試檔案系統操作的專門技能。當需要測試 File、Directory、Path 等操作、模擬檔案系統時使用。涵蓋 IFileSystem、MockFileSystem、檔案讀寫測試、目錄操作測試等。 Keywords: file testing, filesystem, 檔案測試, 檔案系統測試,…
測試 FluentValidation 驗證器的專門技能。當需要為 Validator 類別建立測試、驗證業務規則、測試錯誤訊息時使用。涵蓋 FluentValidation.TestHelper 完整使用、ShouldHaveValidationErrorFor、非同步驗證、跨欄位邏輯等。 Keywords: validator, 驗證器,…