Analyzes changed files and improves test coverage using current frontend/backend quality guidelines and colocated project test patterns. Determines test scope (unit vs integration vs regression), adds or updates tests, and runs validation. Use when code changes need test coverage, after implementing a feature, after fixing a bug, or when test gaps are identified.