gstack-openclaw-investigate

The five-phase debugging framework covers symptom collection, pattern analysis, hypothesis testing, implementation, and verification. It enforces investigation before applying code changes, ensuring architectural integrity and verifiable, regression-safe fixes for complex technical investigations.

Yes, you can perform root cause analysis on an authentication module by feeding the reported stack trace into the investigation process. The skill mandates strict evidence collection and hypothesis testing before any code changes are applied to the service.

The best way to stop recurring software bugs is to enforce a rigorous, evidence-based investigation process that prioritizes root cause identification over quick fixes. This structured approach eliminates guessing and ensures the underlying issue is fully resolved.

The limitation of a strict five-phase debugging protocol is that it requires adherence to evidence-based investigation steps before code changes, which may slow down immediate hotfixes. It is not suited for situations requiring instant, temporary patches without architectural verification.