The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Match your study method to your anticipated retrieval method—if you will need to explain verbally, study by explaining; if you will need to apply to novel problems, study by application; if you will need to write, study by writing.
Before communicating any recommendation or conclusion, explicitly establish common ground by stating what the audience already knows (Situation), what changed or created a need (Complication), and what question this raises (Question) before presenting your Answer.
When documentation describes system decisions, prioritize explaining why a choice was made over describing what was chosen, because 'why' context remains useful after 'what' implementation details become obsolete.
Design physical and digital environments so that desired behaviors require fewer steps than undesired behaviors, making the path of least resistance align with your goals.
Set defaults for recurring choices to align with your long-term goals rather than accepting system-provided defaults that optimize for others' objectives.
When a newly designed context fails to change behavior within one week, modify the cue visibility, friction points, or reward structure rather than concluding the behavior is impossible.
Before applying expertise developed in one domain to a different domain, audit which contextual features differ and adjust your approach to account for changed scope, cultural norms, organizational structure, temporal dynamics, or stakeholder incentives.
Cognitive offloading must become an automatic daily habit rather than a technique deployed only when problems feel difficult, because sporadic practice produces scattered artifacts while daily practice produces compounding cognitive infrastructure.
Review externalized entries in sequence weekly to surface patterns, trajectories, and contradictions that are invisible within any single entry, converting scattered daily captures into compounding insight.
Document decisions by capturing not just the conclusion but the full context: alternatives considered, information available and missing, optimization criteria, and conditions that would trigger reconsideration.
Write reasoning chains as construction rather than transcription—build the argument link by link and discover its structure through writing rather than copying pre-formed conclusions.
Articulate the warrant—the principle connecting evidence to claim—at each step in a reasoning chain, because unstated warrants are the most common point of logical failure and the hardest to detect internally.
Write precise emotion labels rather than vague narratives when externalizing emotional states, because high-granularity labeling activates prefrontal regulation circuits and enables targeted responses while low-granularity labels ('stressed', 'bad') lose the action signal.
Use externalized emotion records to create cognitive defusion—reading your written emotional state as an external observer rather than being fused with the emotion as your identity—enabling deliberate choice rather than automatic reaction.
Frame goals at the identity level ('become a person who X') rather than only outcome level ('achieve Y') to create psychological anchor that persists when progress stalls and provides decision filter independent of motivation state.
Prioritize testing assumptions by mapping them on importance (how much failure matters) versus vulnerability (likelihood of being wrong), then test high-importance, high-vulnerability assumptions first.
Use prospective hindsight (imagining future failure as past event) to surface hidden assumptions more effectively than forward-looking risk analysis.
Use commitment devices (precommitments that constrain future options) to bind your future self when present and future incentives diverge.
Block time on your calendar for top priorities during your highest-capacity hours to convert priorities from abstract intentions into protected structural commitments.
Design dashboards for noticing patterns rather than hitting targets to prevent Goodhart's Law (metrics ceasing to be good measures when they become targets).
Label every relationship in concept maps with specific verbs describing mechanisms rather than vague connectors to force precise articulation of understanding.
Show externalized models to others for inspection to bypass the bias blind spot and surface assumptions invisible to the model's creator.
Externalize cognitive blockers immediately in the form 'I cannot [action] because [obstacle]' to convert them from unstructured anxiety into solvable problems.
Break compound blockers into discrete, independently-addressable components because the brain treats decomposed obstacles as more actionable than monolithic ones.