Concepts
The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types
If a cluster only exists because you forced links…
When a cluster appears only after you force-link unrelated notes to create it, delete those artificial connections because imposed clusters destroy the diagnostic value of emergent structure.
When your graph's clusters contradict your self-narrative…
When your graph's cluster structure contradicts your self-narrative about expertise, trust the cluster structure because it reflects actual linking behavior while self-assessment is systematically distorted.
Link contradicting ideas together in your graph — spatial…
Deliberately link contradicting ideas in your knowledge graph rather than keeping them in separate domains, because spatial proximity forces the cognitive confrontation that compartmentalization prevents.
Your steel man isn't ready until advocates say 'Yes…
When steel-manning an opposing position, verify adequacy by checking whether advocates of that position would say 'Yes, that is exactly what I mean' before proceeding to critique.
Your operating principles must explain your actual…
When articulating your core operating principles, require that each principle explain your actual observed behavior patterns rather than aspirational values, because a unified theory must match behavioral data not wishes.
Apply the scramble test to schema connections…
When two schemas appear to share a concept or principle, test whether the connection is genuine by attempting to scramble the specifics—if the 'connection' would work equally well between any two randomly selected schemas, you've found semantic coincidence rather than structural isomorphism.
If integration requires reshaping one schema to fit…
When an attempted integration between two schemas forces you to reshape one schema to fit the other rather than discovering a higher-order structure that accommodates both unchanged, you are executing Procrustean integration—abandon the attempt and either maintain the schemas separately or search for a genuinely encompassing framework.
Write a disqualification test for each value — what…
Write a disqualification test for each stated value—a specific condition that would prove the value is aspirational rather than operative—to distinguish values you hold from values you wish you held.