validate-test-coverage

Test coverage calculation aggregates metrics from multiple frameworks—pytest-cov for Python, Jest for JavaScript, and JaCoCo for Java—into unified overall and per-requirement percentages, enabling cross-language projects to track compliance against coverage targets like 80%.

Gap detection flags requirements without tests or with partial coverage, identifying blind spots in your test suite so you can prioritize remediation and close coverage gaps before they impact production.

Deviation signals emit structured reports when coverage drops below thresholds, triggering homeostasis evaluation and remediation workflows to restore quality gates automatically.

Yes, the Skill applies to multi-language codebases by parsing coverage data from pytest-cov, Jest, and JaCoCo simultaneously, computing metrics across all languages in a single pass.

Critical-path monitoring isolates coverage metrics for high-risk requirements, allowing you to enforce stricter thresholds on essential features while tracking the broader test suite.

Yes, deviation outputs feed directly into homeostasis evaluation systems, enabling automated quality-gate enforcement that blocks builds or triggers alerts when coverage targets are missed.