gstack-openclaw-investigate

Root-cause debugging requires a structured, multi-phase investigation workflow that enforces hypothesis testing and evidence collection before fixes. It covers symptom collection, pattern analysis, implementation, and verification, reducing symptom-focused work and improving long-term stability.

To debug systematically, start by gathering symptoms and reproducing the bug, then document a root-cause hypothesis and validation plan. Follow the structured phases to test hypotheses, implement the fix, and generate a final verification report to close the loop.

Fixing symptoms instead of root causes leads to recurring bugs because underlying issues remain unresolved. A rigorous investigation process requires documenting hypotheses and evidence to identify the true root cause, ensuring the implemented fix prevents future regressions.

No specific dependencies or environments are required to run this structured debugging workflow. The process is self-contained and focuses on enforcing rigorous investigation steps, documentation of hypotheses, and final verification regardless of the software stack.

To verify a bug fix works without regressions, follow the verification phase to generate a final debug report. This requires rigorous process steps documenting evidence, tests, and hypotheses to validate the fix and close the investigation loop.