Parses and analyzes test output to identify failing tests, flaky tests, coverage gaps, defect patterns, and release readiness. Use when the user shares test results, CI/CD pipeline output, pytest/JUnit/Mocha logs, test coverage reports, or asks about test failures, pass rates, or quality metrics. Produces structured reports with root cause analysis, risk assessment, and prioritized recommendations for development teams and stakeholders.