testing-anti-patterns

Testing anti-patterns like over-mocking, test-only production methods, and vague test names undermine test reliability. This skill provides detection guides and gate functions to spot these patterns during test design, maintenance, and review, helping ensure tests verify real behavior rather than implementation details.

Incomplete or overly broad mocks are common anti-patterns that mask real bugs. This skill teaches mocking best practices and verification techniques to ensure mocks accurately represent production behavior and don't hide integration issues.

Test-only production methods violate separation of concerns and complicate maintenance. This skill identifies this anti-pattern and explains how to refactor tests to verify real public interfaces instead, keeping production code clean.

Vague test names like 'test_function' make suites hard to understand and maintain. This skill guides naming conventions and test design patterns that clearly express what behavior is being verified, improving readability and debugging efficiency.

Yes. This skill is designed for test design, maintenance, and review phases. Use the provided gate functions and reference materials to audit existing test suites, identify anti-patterns, and refactor tests before they accumulate technical debt.

Anti-patterns often emerge when TDD discipline lapses. This skill cross-references TDD and verification workflows to help you maintain good testing practices throughout development, preventing patterns that make tests brittle or unreliable.