test-review

To audit test coverage and identify gaps, this Skill analyzes your test suites against project features to evaluate strategy, assess architecture alignment, and expose missing error paths before a critical merge.

LLM test anti-patterns include pitfalls like "Magic Number Test" and "Coverage Theater." This Skill detects these specific AI-generated test issues by auditing test quality, checking for stub overuse, and identifying fragile assertions.

Evaluating mutation testing adequacy involves analyzing mutation testing results to gauge true test suite resilience. This Skill assesses these results alongside property-based testing coverage to verify your regression tests catch subtle bugs.

You should not rely on high test coverage percentages when they provide a false sense of security. This Skill audits test quality by detecting mock overuse and stubs, ensuring tests genuinely protect against regressions rather than just inflating metrics.

Yes, this test quality audit works without specific framework dependencies, analyzing test strategy and feature coverage at the suite level to identify quality issues and provide severity-ranked findings.

The best way to find missing error paths before merging is to run a comprehensive test audit. This Skill evaluates test coverage against project features, identifies gaps, and provides detailed recommendations for improvement.