debug-like-expert

Systematic investigation is a structured debugging protocol using evidence gathering and hypothesis testing to pinpoint root causes. It applies scientific methodologies to rigorously verify theories against domain-specific codebase knowledge, avoiding guesswork.

To debug complex code problems, you gather evidence, form hypotheses, and rigorously verify each one against the system's behavior. This scientific debugging approach ensures you accurately identify and resolve the actual root cause rather than symptoms.

Yes, you can incorporate domain-specific expertise by loading targeted knowledge from the environment's expertise directory. This allows the structured debugging protocol to apply specialized context during evidence gathering and hypothesis verification.

The best way to approach root cause analysis is using a deep analysis mode that enforces a structured investigation protocol. This method relies on scientific debugging techniques, demanding evidence gathering and rigorous verification over intuitive assumptions.

Yes, scientific debugging requires a deep understanding of the codebase and debugging techniques. This foundational knowledge is necessary to formulate accurate hypotheses, gather relevant evidence, and rigorously verify root causes during complex investigations.