agent-failure-loop

If the same mistake repeats three times, a rule is automatically created.

Agents lose their memory when a session ends. They make the same mistake yesterday, today, and tomorrow. This skill builds an end-to-end self-improvement loop that automatically detects → classifies → tracks → promotes failures into rules.

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