Diagnose software issues through a structured six-step debugging workflow.
npx skills add https://github.com/cmtkdot/arc --skill debug-cmtkdot
Please help me install this Agent Skill. Skill: debug Source: https://github.com/cmtkdot/arc/tree/main/skills/debug Command: npx skills add https://github.com/cmtkdot/arc --skill debug-cmtkdot
Systematic debugging using the persona-debugger agent methodology. Apply six steps to find and fix the root cause.
Describe the issue and reproduce it using the steps above, then follow the six-step debugger process to identify and fix the root cause.
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Systematic debugging applies a six-step workflow to reproduce, isolate, analyze, hypothesize, test, and fix software issues. This methodology uses evidence collection to identify failure modes across code, logs, and runtime environments.
Start troubleshooting by reproducing the issue, then isolate the root cause path and gather evidence. Analyze relevant sources and logs, form hypotheses ranked by likelihood, test them with assertions, and implement a minimal fix with regression checks.
The best way to isolate a bug is to reproduce it from the given input, then narrow down the root cause path by analyzing runtime logs and state. This structured process ensures you collect evidence before forming root cause hypotheses.
No dependencies or components are required. The six-step debugging method is applied directly to your code, logs, and runtime environments to generate a final report without needing external tools.
Forming a hypothesis helps fix bugs faster by ranking potential root causes by likelihood. You then test these theories with strategic debug output and assertions to validate the exact failure mode before implementing a minimal fix.
Systematic debugging relies on your ability to reproduce the issue and gather evidence from logs and runtime state. If a problem cannot be reproduced or lacks sufficient evidence, the six-step workflow may fail to isolate the root cause.
sQVeDiagnose bugs by tracing evidence and generating a BR issue template.
viraatdasIdentify bug root causes by collecting symptoms, reading code, and testing hypotheses.
huyhung9630Generate hypotheses and gather evidence to trace software issues to their root cause.
mattleonard16Group failing test errors into clusters and validate fixes before release.
