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Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop.
Fact-forcing gate that blocks Edit/Write/Bash (including MultiEdit) and demands concrete investigation (importers, data schemas, user instruction) before allowing the action. Measurably improves output quality by +2.25 points vs ungated agents.
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination. Use when capturing lessons from a session, managing instincts, or promoting them into skills, commands, or agents.
基于 SOC 职业分类
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| name | fsharp-testing |
| description | F#テストフレームワーク、プロパティベーステスト、および関数型アプローチ。 |
| origin | ECC |
Comprehensive testing patterns for F# applications using xUnit, FsUnit, Unquote, FsCheck, and modern .NET testing practices.
| Tool | Purpose |
|---|---|
| xUnit | Test framework (standard .NET ecosystem choice) |
| FsUnit.xUnit | F#-friendly assertion syntax for xUnit |
| Unquote | Assertion library using F# quotations for clear failure messages |
| FsCheck.xUnit | Property-based testing integrated with xUnit |
| NSubstitute | Mocking .NET dependencies |
| Testcontainers | Real infrastructure in integration tests |
| WebApplicationFactory | ASP.NET Core integration tests |
module OrderServiceTests
open Xunit
open FsUnit.Xunit
[<Fact>]
let ``create sets status to Pending`` () =
let order = Order.create "cust-1" [ validItem ]
order.Status |> should equal Pending
[<Fact>]
let ``confirm changes status to Confirmed`` () =
let order = Order.create "cust-1" [ validItem ]
let confirmed = Order.confirm order
confirmed.Status |> should be (ofCase <@ Confirmed @>)
Unquote uses F# quotations so failure messages show the full expression that failed, not just "expected X got Y".
module OrderValidationTests
open Xunit
open Swensen.Unquote
[<Fact>]
let ``PlaceOrder returns success when request is valid`` () =
let request = { CustomerId = "cust-123"; Items = [ validItem ] }
let result = OrderService.placeOrder request
test <@ Result.isOk result @>
[<Fact>]
let ``order total sums item prices`` () =
let items = [ { Sku = "A"; Quantity = 2; Price = 10m }
{ Sku = "B"; Quantity = 1; Price = 5m } ]
let total = Order.calculateTotal items
test <@ total = 25m @>
[<Fact>]
let ``validated email rejects empty input`` () =
let result = ValidatedEmail.create ""
test <@ Result.isError result @>
[<Fact>]
let ``PlaceOrder returns success when request is valid`` () = task {
let deps = createTestDeps ()
let request = { CustomerId = "cust-123"; Items = [ validItem ] }
let! result = OrderService.placeOrder deps request
test <@ Result.isOk result @>
}
[<Fact>]
let ``PlaceOrder returns error when items are empty`` () = task {
let deps = createTestDeps ()
let request = { CustomerId = "cust-123"; Items = [] }
let! result = OrderService.placeOrder deps request
test <@ Result.isError result @>
}
[<Theory>]
[<InlineData("")>]
[<InlineData(" ")>]
let ``PlaceOrder rejects empty customer ID`` (customerId: string) =
let request = { CustomerId = customerId; Items = [ validItem ] }
let result = OrderService.placeOrder request
result |> should be (ofCase <@ Error @>)
[<Theory>]
[<InlineData("", false)>]
[<InlineData("a", false)>]
[<InlineData("user@example.com", true)>]
[<InlineData("user+tag@example.co.uk", true)>]
let ``IsValidEmail returns expected result`` (email: string, expected: bool) =
test <@ EmailValidator.isValid email = expected @>
open FsCheck
open FsCheck.Xunit
[<Property>]
let ``order total is always non-negative`` (items: NonEmptyList<PositiveInt * decimal>) =
let orderItems =
items.Get
|> List.map (fun (qty, price) ->
{ Sku = "SKU"; Quantity = qty.Get; Price = abs price })
let total = Order.calculateTotal orderItems
total >= 0m
[<Property>]
let ``serialization roundtrips`` (order: Order) =
let json = JsonSerializer.Serialize order
let deserialized = JsonSerializer.Deserialize<Order> json
deserialized = order
type OrderGenerators =
static member ValidEmail () =
gen {
let! user = Gen.elements [ "alice"; "bob"; "carol" ]
let! domain = Gen.elements [ "example.com"; "test.org" ]
return $"{user}@{domain}"
}
|> Arb.fromGen
[<Property(Arbitrary = [| typeof<OrderGenerators> |])>]
let ``valid emails pass validation`` (email: string) =
EmailValidator.isValid email
let createTestDeps () =
let mutable savedOrders = []
{ FindOrder = fun id -> task { return Map.tryFind id testData }
SaveOrder = fun order -> task { savedOrders <- order :: savedOrders }
SendNotification = fun _ -> Task.CompletedTask }
[<Fact>]
let ``PlaceOrder saves the confirmed order`` () = task {
let mutable saved = []
let deps =
{ createTestDeps () with
SaveOrder = fun order -> task { saved <- order :: saved } }
let! _ = OrderService.placeOrder deps validRequest
test <@ saved.Length = 1 @>
}
open NSubstitute
[<Fact>]
let ``calls repository with correct ID`` () = task {
let repo = Substitute.For<IOrderRepository>()
repo.FindByIdAsync(Arg.Any<Guid>(), Arg.Any<CancellationToken>())
.Returns(Task.FromResult(Some testOrder))
let service = OrderService(repo)
let! _ = service.GetOrder(testOrder.Id, CancellationToken.None)
do! repo.Received(1).FindByIdAsync(testOrder.Id, Arg.Any<CancellationToken>())
}
type OrderApiTests (factory: WebApplicationFactory<Program>) =
interface IClassFixture<WebApplicationFactory<Program>>
let client =
factory.WithWebHostBuilder(fun builder ->
builder.ConfigureServices(fun services ->
services.RemoveAll<DbContextOptions<AppDbContext>>() |> ignore
services.AddDbContext<AppDbContext>(fun options ->
options.UseInMemoryDatabase("TestDb") |> ignore) |> ignore))
.CreateClient()
[<Fact>]
member _.``GET order returns 404 when not found`` () = task {
let! response = client.GetAsync($"/api/orders/{Guid.NewGuid()}")
test <@ response.StatusCode = HttpStatusCode.NotFound @>
}
tests/
MyApp.Tests/
Unit/
OrderServiceTests.fs
PaymentServiceTests.fs
Integration/
OrderApiTests.fs
OrderRepositoryTests.fs
Properties/
OrderPropertyTests.fs
Helpers/
TestData.fs
TestDeps.fs
| Anti-Pattern | Fix |
|---|---|
| Testing implementation details | Test behavior and outcomes |
| Mutable shared test state | Fresh state per test |
Thread.Sleep in async tests | Use Task.Delay with timeout, or polling helpers |
Asserting on sprintf output | Assert on typed values and pattern matches |
Ignoring CancellationToken | Always pass and verify cancellation |
| Skipping property-based tests | Use FsCheck for any function with clear invariants |
dotnet-patterns - Idiomatic .NET patterns, dependency injection, and architecturecsharp-testing - C# testing patterns (shared infrastructure like WebApplicationFactory and Testcontainers applies to F# too)# Run all tests
dotnet test
# Run with coverage
dotnet test --collect:"XPlat Code Coverage"
# Run specific project
dotnet test tests/MyApp.Tests/
# Filter by test name
dotnet test --filter "FullyQualifiedName~OrderService"
# Watch mode during development
dotnet watch test --project tests/MyApp.Tests/