Trace symptoms to root causes before applying fixes.
npx skills add https://github.com/jangtrinh/demo-Lam --skill ck-debug-jangtrinh
Please help me install this Agent Skill. Skill: ck:debug Source: https://github.com/jangtrinh/demo-Lam/tree/main/.claude/skills/ck-debug Command: npx skills add https://github.com/jangtrinh/demo-Lam --skill ck-debug-jangtrinh
It helps you debug failing systems and code by forcing root-cause investigation before applying any change, preventing random fixes that create new bugs.
Use the skill when you provide the error message and context (what failed, where, and any relevant logs) so it can guide you through root-cause investigation and evidence-backed verification.
High-intent search queries and answers about installing and using this skill.
To find the root cause of a CI/CD pipeline failure, trace symptoms backward through the call chain and collect stack and log evidence before applying any fixes. This structured root cause investigation prevents random patches that create new bugs.
Debug a system incident without random changes by enforcing a strict workflow that requires root cause investigation before fixes. Use backward call-chain tracing and defense-in-depth validation to turn symptoms into actionable causes.
To verify a code fix resolved unexpected behavior, enforce fresh verification evidence before claiming the issue is resolved. This includes optional frontend verification gates to ensure the system operates correctly after applying the fix.
Yes, you can use this root cause analysis method for performance diagnostics and log analysis. The structured investigation workflow supports tracing performance degradation and analyzing logs to identify actionable causes.
To start debugging a failing system, provide the error message, what failed, where it failed, and any relevant logs. This context guides the root-cause investigation and evidence-backed verification process.
krzemienskiTrace execution errors backward through call chains to identify root causes.
haidonglethqbDiagnose root causes through a four-phase debugging framework with verification.
gitgoodordietryingDiagnose Docker container and Compose service issues via CLI.
NaKMiersDiagnose software bug root causes through structured investigation phases.
