Concepts
The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types
Rule
Exactly one improvement per execution cycle — not zero…
After each workflow execution, identify exactly one improvement to implement before the next execution—not zero, not three—to enable attribution of changes to effects.
1 lessoniterative-improvementsingle-variable-testingworkflow-evolution
Rule
Five-step environmental experiment
Test one environmental variable at a time using a five-step protocol: establish baseline measurement, form falsifiable hypothesis, make single change, measure experimental condition, compare results.
1 lessonenvironmental-experimentationsingle-variable-testingscientific-method