What FSRS changes (in plain English)
Step 1 — Turn on FSRS (once, properly)
Step 2 — Choose a sensible desired retention (start simple)
Step 3 — Optimise parameters on a schedule, not emotionally
Step 4 — Control review load with deck hygiene
Step 5 — Use exam proximity to adjust (not perfectionism)
Common failure mode
Minimum viable FSRS setup
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In Deck Options, enable FSRS for the deck preset you actually use. Apply it consistently — toggling between schedulers creates noise and makes the system harder to interpret.
Return to this sectionPick a single number as a default (e.g., ~0.90). Higher retention increases review load; lower retention reduces load but increases misses. Start stable, then adjust after you’ve run the system for a few weeks.
Return to this sectionOptimise when you have enough data (think: weeks of consistent reviews), then leave it alone. A simple cadence (e.g., monthly) prevents endless fiddling and keeps your learning workflow predictable.
Return to this sectionIf reviews are exploding, the fix is often not more tuning. Reduce new cards, suspend low-yield cards, and improve card design. Review load is a systems problem, not a motivation problem.
Return to this sectionAs you approach exam day, your goal shifts from “long-term elegance” to “short-term reliability”. You can temporarily raise retention slightly or reduce new cards — but keep one change at a time.
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Study methods · Article 18 of 48