Concepts
The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types
Allocate cognitive improvement effort to meta-schemas rather
Allocate cognitive improvement effort to meta-schemas rather than individual schemas to achieve multiplicative returns through compound propagation across all schemas governed by the upgraded meta-schema.
Make your schema-formation process explicit and examinable…
Make your schema-formation process explicit and examinable to convert accidental cognitive development into deliberate development.
Stress-test adopted frameworks against your specific context
Stress-test adopted frameworks against your specific context before trusting them, as theoretical coherence does not guarantee contextual validity.
Check schemas against test data they were not built…
Check schemas against test data they were not built from rather than only the training data they were derived from to distinguish genuine patterns from memorized examples.
Prefer simpler schemas when accuracy and scope…
Prefer simpler schemas when accuracy and scope are equivalent, as unnecessary complexity creates untrackable failure modes and cognitive load.
Define observable conditions that would prove each schema…
Define observable conditions that would prove each schema wrong to distinguish genuine models from unfalsifiable belief systems.
Build a living registry of your schemas with metadata about…
Build a living registry of your schemas with metadata about source, confidence, last-tested date, and status rather than treating beliefs as a static snapshot.
Use the downward arrow technique to surface invisible…
Use the downward arrow technique to surface invisible foundational schemas by repeatedly asking what a surface belief would mean about deeper identity-level assumptions.
Inventory actual operating schemas revealed through behavior
Inventory actual operating schemas revealed through behavior rather than aspirational schemas that reflect desired self-image.
Map dependencies between schemas to understand cascading…
Map dependencies between schemas to understand cascading effects when foundational beliefs change rather than treating each belief as independent.
Identify foundational schemas that support many dependent…
Identify foundational schemas that support many dependent beliefs and subject them to the most frequent verification, as their failure produces the widest cascades.
When a foundational schema fails, trace the cascade…
When a foundational schema fails, trace the cascade to its source and restructure deliberately rather than compensating by shoring up dependent beliefs independently.
Document schema dependency graphs in external form rather…
Document schema dependency graphs in external form rather than relying on intuitive connectedness, as the structure exceeds working memory capacity.
Build explicit conflict-resolution protocols…
Build explicit conflict-resolution protocols for contradictory schemas rather than collapsing conflicts prematurely to reduce discomfort.
Match schema selection to error cost structure
apply thorough multi-perspective analysis when errors are irreversible and expensive, fast heuristics when errors are reversible and cheap.
Weight schema selection by domain-specific track record
prioritize schemas that have produced accurate predictions in structurally similar problems over schemas that feel familiar or recent.
Match schemas to domain structure
apply analytical schemas to domains with clear causal chains, interpretive schemas to domains with reflexive actors, and generative schemas to domains with unconstrained solution spaces.
Select schemas with feedback loop speed matching…
Select schemas with feedback loop speed matching your learning timeline: prioritize short-loop schemas when you need rapid iteration, long-loop schemas when you can wait for delayed outcomes.
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.
Design learning activities to produce confusion…
Design learning activities to produce confusion and cognitive disequilibrium at the edge of current understanding, since that tension drives schema accommodation and genuine conceptual change.
Implement continuous small schema updates based on new…
Implement continuous small schema updates based on new evidence rather than waiting for crisis-driven wholesale revision, since incremental adjustment compounds into fundamental transformation with lower emotional cost per update.
When learning effort fails repeatedly, question your schema…
When learning effort fails repeatedly, question your schema about how learning works rather than concluding you lack capability, since mismatched learning strategies produce failure independent of ability.
Match change methods to change type
use linear approaches for clear low-resistance changes, stage-based for motivation challenges, systems approaches for feedback-loop contexts, and adaptive approaches when the problem requires self-transformation.
Identify and intervene on stabilizing feedback loops rather…
Identify and intervene on stabilizing feedback loops rather than overwhelming them through brute force, since sustainable change requires restructuring the corrective mechanisms themselves.