Guides unit and integration test design with coverage criteria and step-by-step procedures.
npx skills add https://github.com/Hakkadaikon/hymme --skill levels-hakkadaikon
Please help me install this Agent Skill. Skill: levels Source: https://github.com/Hakkadaikon/hymme/tree/main/skills/levels Command: npx skills add https://github.com/Hakkadaikon/hymme --skill levels-hakkadaikon
High-intent search queries and answers about installing and using this skill.
Use unit tests to exhaustively cover logic branches, boundaries, and exceptions of an isolated unit with dependencies cut off. Use integration tests to catch connection mismatches across module and dependency boundaries, such as SQL dialects, serialization, and transaction scope.
Assign one success path and one business-meaningful failure path per boundary. For symmetric read/write boundaries, a single round-trip case covers both directions, keeping the total count fixed at boundaries times representative cases.
Coverage is complete when every equivalence class and boundary has a representative case, C1 branch coverage shows no unreached branches, and safety-critical compound conditions satisfy MC-DC with cases where each condition independently changes the outcome.
Use real engines such as Testcontainers-managed databases for important paths, because in-memory substitutes can miss production dialect differences. Reserve in-memory substitutes only for boundaries where dialect differences cannot appear.
Order-dependent failures indicate shared-state pollution, typically from reusing a database across tests without cleanup. Detect this by running tests with shuffled ordering and isolate state per test to restore independence.
xiaolaiBuilds a test matrix with assertion strategy, lane, and spec level per case.
ambroviaImplement minimal code to pass failing tests in a TDD cycle.
SebastienDegodezGenerate in-process test doubles for .NET downstream dependencies with WebApplicationFactory DI.
kpiteiraDesign and execute end-to-end integration tests for the KTRDR system.
