Trace errors through call stacks and validate fixes with root cause analysis.
npx skills add https://github.com/Hoang130203/Emgu_CV_automation --skill debug-hoang130203
Please help me install this Agent Skill. Skill: debug Source: https://github.com/Hoang130203/Emgu_CV_automation/tree/main/.opencode/skills/debug Command: npx skills add https://github.com/Hoang130203/Emgu_CV_automation --skill debug-hoang130203
This Skill provides a structured framework to systematically investigate and resolve bugs, test failures, and unexpected behavior by focusing on root cause analysis before implementing fixes.
Use the debug skill to systematically investigate the root cause of the latest test failure.
High-intent search queries and answers about installing and using this skill.
Systematic debugging uses a four-phase approach: Investigation, Pattern Analysis, Hypothesis & Testing, and Implementation to identify the root cause of test failures. It guides you through tracing errors backward through call stacks to pinpoint invalid data origins.
Root cause tracing involves analyzing the call stack backward to identify exactly where invalid data originates. This technique helps pinpoint the specific line of code causing the defect rather than just addressing the surface symptom.
To resolve test pollution, you can use bisection scripts provided within the debugging framework to isolate the problematic test interactions. This method systematically narrows down the source of unexpected failures.
Defense-in-depth validation adds checks at multiple layers to prevent bugs from recurring, while verification protocols ensure fixes are fully tested before completion. This multi-layered approach secures the system against regression.
This debugging framework applies to general software defects and test failures by employing pattern identification and hypothesis testing. It provides a structured methodology adaptable to various unexpected behaviors in your codebase.
allexcdDiagnose, reproduce, and fix code defects from bug reports or error logs.
aist-ai-sastDiagnose MCP regression failures and implement durable fixes across test suites.
Design-System-ETDesign and execute chaos experiments to validate system resilience in distributed environments.
StrategicMilkDetect operational anomalies in system metrics using statistical process control.
