Kaizen Improvement System

Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com.

Use When

• Auditing this engine or an operational product, runbook, script, service change, or recovery procedure.
• Turning incidents, drift, toil, failed recovery, user feedback, or new evidence into a safe improvement.

Do Not Use When

• Only a single skill safety audit is needed; use the narrowest applicable audit skill.
• A current distro, security, compliance, or vendor claim lacks source verification; route the claim to digital-research-engine first.

Required Inputs