self-improvement

Track corrections by logging each mistake as a structured lesson in tasks/lessons.md. Record the issue, correction, root cause, and a prevention rule to stop recurring mistakes in future workflows.

Root cause analysis for process improvement involves identifying the underlying reason for a correction and converting it into a concrete prevention rule. This systematically prevents the same reviewer feedback from recurring.

Create a structured lesson entry by opening tasks/lessons.md and adding the Date, Issue, Correction, Root cause, and a concrete Prevention rule for each workflow correction or mid-task error encountered.

Review accumulated lessons at the start of each session to guide ongoing self-improvement. Surfacing past corrections and prevention rules before working ensures process improvements actively shape future tasks.

Yes, this process improvement method is applicable across workflows after any corrections, reviewer feedback, or mid-task errors. It standardizes iterative learning by writing all prevention rules to tasks/lessons.md.

No dependencies are required to convert corrections into lasting improvements. You only need to open tasks/lessons.md and log entries with the issue, correction, root cause, and prevention rule.