Skills matching the name, description or GitHub author.
Test custom Micrometer metrics in unit and integration tests using SimpleMeterRegistry. Use when writing tests for services that record metrics, validating metric values after operations, testing percentiles an...
Complete patterns for testing async Python code with pytest: pytest-asyncio configuration, AsyncMock usage, async fixtures, testing FastAPI with AsyncClient, testing Kafka async producers/consumers, event loop...
Create pytest fixtures following project patterns including factory fixtures, async fixtures, and multi-layer organization. Use when setting up test fixtures, creating test data, organizing test utilities, or s...
Evidence-based test debugging enforcing systematic root cause analysis. Use when tests are failing, pytest errors occur, test suite not passing, debugging test failures, or fixing broken tests. Prevents assumpt...
Verifies that implemented code is actually integrated into the system and executes at runtime, preventing "done but not integrated" failures. Use when marking features complete, before moving ADRs to completed...
Set up async tests with proper fixtures and mocks using pytest-asyncio patterns. Use when testing async functions, creating async fixtures, mocking async services, or handling async context managers. Covers @py...
Auto-generate constructor validation tests from service class signatures. Use when creating tests for new services, validating fail-fast principle, ensuring constructor validation, or testing required parameter...
C#/Python测试生成器技能：负责单元测试骨架生成、Mock对象创建、测试数据构造、边界条件覆盖、测试项目结构管理。使用时需要生成测试骨架、创建Mock对象、构造测试数据、覆盖边界条件、管理测试项目结构。
Property-based testing with Hypothesis for Python projects. Use when writing property tests, testing invariants, generating test cases, fuzz testing, roundtrip testing, or validating behavior across many inputs...
Write effective test assertions with clear error messages, null safety, and proper validation. Use when asked to "write assertions", "validate test results", "check conditions", "test expectations", or when wri...
**[src/api専用]** バックエンド（Python/FastAPI）のテストコードを作成する際に使用します。 ユニットテスト、統合テスト、エンドツーエンドテストなど、あらゆる種類のテストコードを生成するためにこのスキルを利用してく...
Use mocking and test doubles to isolate code under test from external dependencies. Use when asked to "mock dependencies", "create test doubles", "isolate tests", "avoid external calls", or when testing code th...
Organize tests into maintainable structures with helper modules, clear patterns, and quality standards. Use when asked to "organize tests", "structure test suite", "create test helpers", or when building compre...
Testing strategies, pytest patterns, fixtures, mocking, coverage
Validate code examples across the 4-Layer Teaching Method with intelligent strategy selection. Use when validating Python/Node/Rust code in book chapters. NOT for production deployment testing.
Generate pytest tests with parametrization, shared fixtures, minimal mocking. Use for unit tests and test coverage. Follows 1-1 file mapping and real object testing.
Use this skill to write unit tests for Python code using pytest.
Pytest testing patterns for Python. Trigger: When writing or refactoring pytest tests (fixtures, mocking, parametrize, markers).
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