Proves
Proves unitàries, d’integració i automatitzades
i-have-adhd
yotamleo-org
'Shape output for a reader with ADHD: lead with the next action, number multi-step work, restate state across turns, suppress tangents, give specific time estimates, make wins visible. Invoke with /i-have-adhd; stays on until "stop adhd mode".'
viem-integration
Uniswap
Integrate EVM blockchains using viem. Use when user says "read blockchain data", "send transaction", "interact with smart contract", "connect to Ethereum", "use viem", "use wagmi", "wallet integration", "viem setup", or mentions blockchain/EVM development with TypeScript.
ethical-risk-assessment
hollandkevint
Ethical data risk evaluation, bias testing protocols, and governance practices for data products. Use when evaluating ML/AI features for fairness, designing bias testing protocols, planning phased rollouts for high-risk changes, reviewing data governance practices, or when someone asks "could this model be biased?" or "how do we ship AI features responsibly?" For HIPAA-specific guidance, see healthcare-data-domain.
data-consumer-discovery
hollandkevint
Discover what internal data consumers actually need. Adapted Mom Test and JTBD for data teams. Use when conducting user research, interviewing stakeholders, gathering consumer requirements, running discovery sessions, or when someone asks "what do they need?" or "how do I figure out what to build?"
experiment-design-checklist
GhostScientist
Generates a rigorous experiment design given a hypothesis. Use when asked to design experiments, plan experiments, create an experimental setup, or figure out how to test a research hypothesis. Covers controls, baselines, ablations, metrics, statistical tests, and compute estimates.
dotnet-testing-unit-test-fundamentals
kevintsengtw
.NET 單元測試基礎與 FIRST 原則的專門技能。當需要建立單元測試、了解測試基礎、學習 3A Pattern、掌握測試最佳實踐時使用。涵蓋 FIRST 原則、AAA Pattern、Fact/Theory、測試金字塔等。 Keywords: unit test, 單元測試, unit testing, test fundamentals, 測試基礎, FIRST principle, FIRST 原則, 3A pattern, AAA pattern, Arrange Act Assert, Fact, Theory, InlineData, 如何寫測試, testing best practices, 建立單元測試
dotnet-testing-nsubstitute-mocking
kevintsengtw
使用 NSubstitute 建立測試替身(Mock、Stub、Spy)的專門技能。當需要隔離外部依賴、模擬介面行為、驗證方法呼叫時使用。涵蓋 Substitute.For、Returns、Received、Throws 等完整指引。 Keywords: mock, stub, spy, nsubstitute, 模擬, test double, 測試替身, IRepository, IService, Substitute.For, Returns, Received, Throws, Arg.Any, Arg.Is, 隔離依賴, 模擬外部服務, dependency injection testing
dotnet-testing-autofixture-customization
kevintsengtw
AutoFixture 進階自訂化技術完整指南。當需要自訂 AutoFixture 建構器或處理特殊型別的測試資料產生規則時使用。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 自訂, specimen builder, ISpecimenBuilder, RandomDateTimeSequenceGenerator, NumericRangeBuilder, DataAnnotations autofixture, fixture.Customizations, Insert(0), 自訂建構器, NoSpecimen, 泛型化建構器
dotnet-testing-test-output-logging
kevintsengtw
xUnit 測試輸出與記錄完整指南。當需要在 xUnit 測試中實作測試輸出、診斷記錄或 ILogger 替代品時使用。涵蓋 ITestOutputHelper 注入、AbstractLogger 模式、結構化輸出設計。包含 XUnitLogger、CompositeLogger、效能測試診斷工具實作。 Keywords: ITestOutputHelper, ILogger testing, test output xunit, 測試輸出, 測試記錄, AbstractLogger, XUnitLogger, CompositeLogger, testOutputHelper.WriteLine, 測試診斷, logger mock, 測試日誌, 結構化輸出, Received().Log
dotnet-testing-autofixture-basics
kevintsengtw
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, anonymous testing, 匿名測試, fixture.Create, CreateMany, fixture.Build, Create<T>, AutoFixture.Xunit2, OmitOnRecursionBehavior, IFixture, 產生測試資料, generate test data
dotnet-testing-test-data-builder-pattern
kevintsengtw
Test Data Builder Pattern 完整實作指南。當需要使用建構者模式建立可維護的測試資料或簡化複雜物件的測試準備時使用。涵蓋流暢介面、語意化方法、預設值設計與 Builder 組合模式。 Keywords: test data builder, builder pattern test, 測試資料建構器, object mother, fluent interface, 流暢介面, UserBuilder, ProductBuilder, .With(), .Build(), AUser(), 測試資料準備, 複雜物件建立, 語意化測試
dotnet-testing-advanced-aspnet-integration-testing
kevintsengtw
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, WebApplicationFactory, TestServer, HttpClient testing, controller testing, endpoint testing, 端點測試, RESTful API testing, Microsoft.AspNetCore.Mvc.Testing, CreateClient, ConfigureWebHost, AwesomeAssertions.Web, Be200Ok, Be404NotFound, middleware testing, 中介軟體測試, dependency injection testing
dotnet-testing-advanced-xunit-upgrade-guide
kevintsengtw
xUnit 2.9.x 到 3.x 升級完整指南。當需要將 xUnit v2 升級至 v3 或了解 xUnit v3 新功能與破壞性變更時使用。涵蓋套件更新、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 3.x, xunit migration, xunit 升級, xunit.v3, OutputType Exe, IAsyncLifetime v3, Assert.Skip, SkipUnless, SkipWhen, Explicit attribute, MatrixTheoryData, AssemblyFixture, 破壞性變更
dotnet-testing-bogus-fake-data
kevintsengtw
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, fake email, Faker<T>, RuleFor, Generate, faker.Name, faker.Address, faker.Internet, 產生假資料, generate fake data, seed data
dotnet-testing-complex-object-comparison
kevintsengtw
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, BeEquivalentTo, DTO 比對, Entity 驗證, 排除屬性, 循環參照, Excluding, Including, ExcludingNestedObjects, RespectingRuntimeTypes, WithStrictOrdering, 忽略時間戳記, exclude timestamp
dotnet-testing-autofixture-bogus-integration
kevintsengtw
AutoFixture 與 Bogus 整合完整指南。當需要結合 AutoFixture 與 Bogus 產生兼具匿名性與真實感的測試資料時使用。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, EmailSpecimenBuilder, PhoneSpecimenBuilder, NameSpecimenBuilder, 真實感測試資料, 語意化資料, 混合產生器, HybridTestDataGenerator, OmitOnRecursionBehavior, 循環參考
dotnet-testing-advanced-tunit-advanced
kevintsengtw
TUnit 進階應用完整指南。當需要使用 TUnit 進行資料驅動測試、依賴注入或整合測試時使用。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 advanced, TUnit 進階, MethodDataSource, ClassDataSource, Matrix Tests, MatrixDataSource, MicrosoftDependencyInjectionDataSource, Property, Retry, Timeout, 資料驅動測試, 測試過濾, WebApplicationFactory TUnit, 多容器編排
dotnet-testing-private-internal-testing
kevintsengtw
Private 與 Internal 成員測試策略指南。當需要測試私有或內部成員、設定 InternalsVisibleTo 或評估可測試性設計時使用。涵蓋設計優先思維、反射測試、策略模式重構、AbstractLogger 模式與決策框架。 Keywords: private method testing, internal testing, InternalsVisibleTo, 私有方法測試, 內部成員測試, 反射測試, reflection testing, GetMethod BindingFlags, Meziantou.MSBuild.InternalsVisibleTo, 可測試性設計, 策略模式重構, testability
dotnet-testing-advanced-webapi-integration-testing
kevintsengtw
ASP.NET Core WebApi 整合測試完整指南。當需要對 WebApi 端點進行整合測試或驗證 ProblemDetails 錯誤格式時使用。涵蓋 WebApplicationFactory、IExceptionHandler、Testcontainers 多容器編排、Flurl URL 建構與 AwesomeAssertions HTTP 驗證。 Keywords: webapi integration testing, WebApplicationFactory, asp.net core integration test, webapi 整合測試, IExceptionHandler, ProblemDetails, ValidationProblemDetails, AwesomeAssertions, Flurl, Respawn, Be201Created, Be400BadRequest, 多容器測試, Collection Fixture, 全域例外處理
dotnet-testing-awesome-assertions-guide
kevintsengtw
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 assertions, 斷言, 流暢斷言, Should(), Be(), BeEquivalentTo, Contain, ThrowAsync, NotBeNull, 物件比對, 集合驗證, 例外斷言, AwesomeAssertions, FluentAssertions, fluent syntax
dotnet-testing-autodata-xunit-integration
kevintsengtw
AutoFixture 與 xUnit 整合完整指南。當需要使用 AutoData 或 InlineAutoData 簡化 xUnit 參數化測試資料準備時使用。涵蓋自訂 Customization 與測試資料屬性，提升測試可讀性與維護性。 Keywords: AutoData, InlineAutoData, AutoFixture xUnit, [AutoData], [InlineAutoData], AutoDataAttribute, ICustomization, DataAttribute, 參數化測試, Theory AutoData, MemberAutoData, 測試資料屬性, fixture.Customize
dotnet-testing-fluentvalidation-testing
kevintsengtw
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, fluentvalidation, validation testing, UserValidator, CreateOrderValidator, TestHelper, ShouldHaveValidationErrorFor, ShouldNotHaveValidationErrorFor, TestValidate, TestValidateAsync, 測試驗證器, 驗證業務規則
dotnet-testing-advanced-tunit-fundamentals
kevintsengtw
TUnit 新世代測試框架入門完整指南。當需要使用 TUnit 建立測試專案或從 xUnit 遷移至 TUnit 時使用。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, 新世代測試框架, [Test], [Arguments], TUnit.Assertions, Assert.That, Before(Test), After(Test), NotInParallel, TUnit.Templates, Microsoft.Testing.Platform, TUnit vs xUnit, 並行執行
dotnet-testing-advanced-aspire-testing
kevintsengtw
.NET Aspire Testing 整合測試框架完整指南。當需要測試 .NET Aspire 分散式應用程式、設定 AppHost 測試或從 Testcontainers 遷移至 Aspire 測試時使用。涵蓋 DistributedApplicationTestingBuilder、容器生命週期管理、多服務編排、Respawn 配置與時間可測試性設計。 Keywords: aspire testing, .NET Aspire, DistributedApplicationTestingBuilder, AppHost testing, 分散式測試, AspireAppFixture, IAsyncLifetime, ContainerLifetime.Session, 雲原生測試, 多服務整合, Aspire.Hosting.Testing, Respawn