qa

A full QA pass categorizes changed files across backend, frontend, ML, and config, detects test frameworks, and executes regression suites to verify test coverage and validate changes before deployment.

You need project test tooling like pytest, npm test, tsc, or mypy already present. The Skill detects these frameworks to guide test execution, type checks, and quality gates across your code changes.

Yes, type checking and test execution apply to code changes across backend, frontend, ML, and config. The Skill recognizes your instructions to run type checks and regression suites for comprehensive coverage.

The best way to verify test coverage is running a complete QA pass that identifies uncovered changes, validates existing tests, and guides you to add new tests for any modified files before release.

Yes, CI-CD regression testing applies to code changes across backend, frontend, ML, and config. The Skill categorizes these changed files, detects frameworks, and runs regression suites to ensure regressions-free changes.

Regression tests may miss breaking changes if test coverage is incomplete. The Skill performs a complete QA pass to detect uncovered changes, verify test coverage, and provide actionable reports for missing tests.