systematic-debugging

WHEN to auto-invoke: Debugging issues where root-cause-analysis already identified the problem, implementing fixes for diagnosed bugs, applying systematic debugging methodology, stuck on a bug after initial investigation. WHEN NOT to invoke: Initial problem investigation (use root-cause-analysis first), new feature development, refactoring working code.