The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Capture spontaneous insights within 5 seconds using whatever tool is immediately accessible, because signal fidelity degrades exponentially with delay and retrieval fluency drops 42% within 20 minutes.
Use voice capture for spontaneous insights during movement to achieve sub-3-second latency, because friction above this threshold creates selection bias toward only high-activation thoughts.
When you notice 'I'll remember this' or 'I'll write it up properly later' during an insight, treat that thought itself as an immediate trigger to capture the insight in any available medium, because the delay thought is a predictor of total loss.
Conduct a 3-minute thought dump without filtering, then immediately tag each thought as S (signal: novel, surprising, actionable, connective) or N (narration: repetitive, self-referential, habitual, defensive) to establish your baseline signal-to-noise ratio.
Match capture modality to information structure: use text for sequential verbal content, voice when hands are occupied, and photographs for spatial or visual information.
When unable to determine if a note contains one idea or two, write it as-is during capture, then return during a dedicated review session to attempt decomposition without the pressure of real-time capture.
Use voice capture for thoughts occurring during movement, driving, or exercise, as speaking is 3-4x faster than mobile typing and preserves complete thought structure before decay.
Design capture tools to minimize decisions between intent and recording, targeting one gesture or keystroke from any application context.
Start with one capture trigger anchored to your most natural existing habit, run it for six weeks minimum before adding a second trigger.
When a thought triggers resistance to capture (a 'flinch' away from writing it down), use that resistance feeling as the capture trigger rather than a reason to skip—thoughts that produce hesitation are the highest-value capture targets.
During conversations where power dynamics make visible note-taking signal service role rather than equal participation, defer capture until immediately after the conversation ends—step outside within 2 minutes and externalize the three most important points while still in short-term memory.
For analog captures intended for long-term use, implement a pipeline that photographs or transcribes key entries into digital storage during weekly review—preserving handwriting's cognitive benefits during capture while enabling digital searchability and AI-readability for retrieval.
Classify each skipped capture by checking whether failure frequency is random across topics (friction problem requiring tool improvement) or clustered in specific domains (resistance problem revealing avoidance patterns).
For each thought you resist capturing, immediately ask and write down 'What would become true if I had written this down?'—usually revealing that externalization would trigger a downstream commitment chain you're avoiding.
Capture feedback within 60 minutes of receiving it using structured fields (date, source, verbatim content, emotional reaction, specific behavior) before memory reconstruction distorts the signal.