Diagnose software defects using triage, 5 Whys, and Ishikawa analysis.
npx skills add https://github.com/humansys/raise --skill rai-debug-humansys
Please help me install this Agent Skill. Skill: rai-debug Source: https://github.com/humansys/raise/tree/main/packages/raise-cli/src/raise_cli/skills_base/rai-debug Command: npx skills add https://github.com/humansys/raise --skill rai-debug-humansys
Systematically identify and fix the root cause of defects using lean methods. Stop fixing symptoms — find the true cause.
Begin with triage and Genchi Genbutsu, then apply 5 Whys and Ishikawa to identify the root cause and implement a verified fix.
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To find the root cause of a recurring defect, apply a structured triage workflow using 5 Whys and Ishikawa analysis. This method systematically surfaces actionable fixes instead of merely patching superficial symptoms.
The best way to triage production bugs is applying Genchi Genbutsu for direct evidence capture, followed by Ishikawa diagrams. This structured workflow isolates hidden root causes across development and production environments.
Perform 5 Whys root-cause analysis by starting with triage to capture evidence, then iteratively asking why the defect occurs. This guided workflow records findings and assigns prevention tasks to stop recurrence.
Bug fixes fail to prevent recurring defects when only symptoms are patched. Applying lean methods like 5 Whys and Ishikawa analysis identifies the true root cause and enables verified, permanent fixes.
Plan regression tests after root-cause identification by using a structured defect-analysis workflow that records evidence and assigns prevention tasks. This ensures the verified fix addresses the true cause and prevents recurrence.
Use Ishikawa analysis for debugging when a defect recurs after a fix or when symptoms obscure underlying causes. It systematically maps contributing factors to ensure you fix the true root cause, not just symptoms.
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