= distributed > massed@ Ebbinghaus (1885), Cepeda et al.
(2006)
Space your reviews. Double-click to anchor,
right-click to tag or decide.
01//DefinitionTerm
// ##space-def=Spacing
Effect — the phenomenon that learning
episodes distributed over time (spaced practice) produce
better long‑term retention than the same amount of study
crammed into one session (massed
practice)..One of the most robust findings
in memory research..Applies to all ages, materials,
and test formats.→When to study matters as much as
how.
02//MechanismWhy it works
// ##space-mech~Encoding variability —
different contexts during each review create multiple
retrieval paths.~Consolidation — spaced
repetitions allow time for memory traces to stabilise
between sessions.~Retrieval effort — after a
gap, retrieval is harder but more strengthening (testing
effect)..Spacing combines with testing
effect for maximum benefit.
03//CLN ConnectionApplication
// ##space-cln→Traces (anchors, tags,
decisions) are naturally distributed over time as you
interact with different pages.→The trace panel provides a
history that you can revisit days or weeks later —
spaced review without extra
effort.→Each revisit is a spaced
retrieval opportunity, strengthening the
memory.+CLN turns your reading history
into a built‑in spaced repetition
system.
04//Spaced Trace ReviewMechanism
// ##space-review+Traces are timestamped
— you can sort by date and see which ones haven't been
revisited lately.+A simple spaced repetition
algorithm could highlight traces due for review (e.g., 1
day, 3 days, 1 week).+Clicking a trace from the
panel forces recall (testing effect) and resets its
review timer.+This turns passive history
into an active learning tool.
05//Open QuestionsFuture
// ##space-open?What is the optimal
spacing schedule for different types of traces (tags vs
decisions)??Should the system automatically
prompt users to review old traces, or remain
passive??Can we combine spacing with
generative effect by asking users to re‑generate tags
before showing the original??How to handle traces that become
irrelevant (e.g., outdated
decisions)?