Guide systematic root-cause investigation for bugs and test failures.
npx skills add https://github.com/jamesacarr/pi-agent-stuff --skill debug-code-jamesacarr
Please help me install this Agent Skill. Skill: debug-code Source: https://github.com/jamesacarr/pi-agent-stuff/tree/main/skills/debug-code Command: npx skills add https://github.com/jamesacarr/pi-agent-stuff --skill debug-code-jamesacarr
This Skill prevents wasted time and new bugs by enforcing a systematic root-cause investigation process before any code fixes are attempted.
Use the debug-code skill to investigate the root cause of the recent test failure.
High-intent search queries and answers about installing and using this skill.
Finding the root cause of a failing test requires a structured debugging process that enforces careful error analysis, reproduction, and evidence gathering. This approach ensures the underlying issue is identified before any code changes are made.
Troubleshooting unexpected behavior in a CI/CD pipeline requires systematic root-cause investigation to prevent recurring failures. Discouraging quick fixes and encouraging deep understanding of issues ensures architectural integrity is maintained.
Systematic debugging prevents symptom-based fixes by enforcing a structured process of error analysis and evidence gathering. Discouraging quick fixes ensures you understand the fundamental reason for a bug before proposing actual code changes.
Yes, this structured debugging process applies to any technical issue including test failures, unexpected behavior, and performance problems. It guides systematic root-cause investigation to ensure disciplined problem-solving across different failure types.
You should investigate the root cause instead of applying quick fixes whenever a critical test fails or unexpected behavior occurs. Enforcing systematic root-cause investigation before code fixes prevents wasted time and avoids introducing new bugs.
derHakenTrace data flow and apply a four-phase process to fix root causes.
tomgunReproduce bugs with regression tests and apply minimal root-cause fixes.
JiliarDesign and deploy minimal CI/CD pipelines with GitHub Actions templates.
mdmagnuson-creatorLog automated test failures to verification-failures.json and test-debt.json.
