Principlev1
Create explicit records of schema-application-outcome
Create explicit records of schema-application-outcome triples to train your schema selection mechanism through feedback rather than relying on memory-based pattern recognition.
Why This Is a Principle
Derives from Exponential Information Decay (memory decays exponentially), Memory is reconstructive, not reproductive—humans rebuild (memory is reconstructive), and Self-monitoring of behavior produces significant and (self-monitoring improves goal attainment). The principle prescribes externalization to overcome memory limitations in calibrating schema selection. It's about building a training dataset for your own gating function.