ckm:debugging

What problem does it solve?

Systematic debugging framework that ensures root-cause investigation before fixes, preventing symptom-driven patches and wasted effort.

Core Features & Use Cases

• Four-phase debugging process: root-cause investigation, pattern analysis, hypothesis testing, and implemented verification.
• Root-cause tracing with backward call stack analysis to identify the original trigger.
• Defense-in-depth validation across layers (entry validation, business logic, environment guards, and debug instrumentation).
• Clear verification protocol before completion to ensure fixes are real and reproducible.

Quick Start

Begin a four-phase debugging session by gathering evidence, tracing data flow, formulating a hypothesis, and verifying results before claiming success.