Use cases/Knowledge & Research

Spaced Repetition Quiz

Turn your captured notes and read articles into low-friction quizzes — the agent picks 3 things to remember today, you answer in 30 seconds.

Knowledge & Researcheasy~10m setup
Tools
memorymemory_search
Channels
telegramios
Uses
cron

You read articles, save quotes, save book passages — and forget most of them. Spaced repetition turns capture into long-term retention without Anki overhead. The agent picks 3 cards a day from your saved notes, prompts you, tracks how well you remember, schedules the next review. Two minutes a day, compound learning.

What it does

  • Pulls from your saved memory entries (anything tagged #book, #quote, #fact, etc.)
  • Each capture becomes a "card" automatically
  • Daily cron picks 3 cards: a new one, a struggling one, a recently reviewed one
  • Asks via Telegram in question form: "What did <book> say about <topic>?"
  • Scores your answer 1-5, schedules next review accordingly (Leitner-style: easy → longer interval, hard → tomorrow)
  • Weekly review: which topics are sticking, which slipping

What you'll need

Setup

1. Tag captures with the right metadata

When you save something memorable, tag it:

"#book #atomic-habits 'Habits are the compound interest of self-improvement.'"

Or:

"#fact LLMs trained on next-token prediction develop emergent capabilities at scale, not via explicit programming."

Or:

"#concept 'rubber duck debugging' — explaining a problem aloud often surfaces the answer because it forces you to articulate assumptions you'd otherwise skip."

2. Tell the agent how to derive cards

Send to Flowly
Remember: any memory tagged #book, #fact, #concept, #quote is a spaced-repetition candidate. For each candidate, the card has: - Front: a question I can answer (auto-generate from the content, e.g., for a quote: "Atomic Habits — what's the metaphor for habits?") - Back: the original content - Last reviewed: timestamp - Box: 1 (new), 2 (1d), 3 (3d), 4 (7d), 5 (14d), 6 (30d), 7 (mastered) - Next review: derived from box Box 7 (mastered) cards retire — if I still remember after 30 days, no need to keep quizzing. Tag every card "spaced-rep:<card-id>" for tracking.

3. Daily quiz cron

Send to Flowly
Cron "daily-quiz" 8 AM: Pick 3 cards: 1. Oldest "due" card from box 1-3 (struggling, frequent review) 2. A card from box 4-5 (medium-term, due today or recently) 3. A new card (no spaced-rep tag yet) — onboarding For each, send the question only: 📚 Quick review (2 minutes) 1. "Atomic Habits — what's the metaphor for habits?" 2. "What does 'rubber duck debugging' mean?" 3. "When does an LLM develop emergent capabilities?" Reply when you have time. Just text your answer; I'll show you the original after.

4. Score the answers

When I reply, the agent compares your answer to the card back:

Me: "Compound interest analogy"

Agent: "Yes — original: 'Habits are the compound interest of self-improvement.' Self-rated 1-5? (5 = remembered word-for-word, 1 = had no idea)"

Me: "4"

Agent: "Box up: 3 → 4. Next review in 7 days."

If you self-rate 1-2, the card resets to box 1 (tomorrow). If you self-rate 5 and the card was already in box 6, it graduates to mastered.

5. Weekly review summary

Send to Flowly
Cron "weekly-quiz-review" Sundays at 5 PM: Tell me: - Cards reviewed this week: N - Streak (consecutive days reviewed) - New cards added: M - Cards mastered this week: K - Topics where I'm slipping (cards bouncing back to box 1): list with examples Send Telegram message.

Tips

  • Self-rating is honest enough. Ratings 1-5 don't need to be precise — broad strokes "had no clue" vs "knew it cold" works.
  • Don't quiz on everything. Limit cards to deliberately tagged high-value captures (#book, #concept). Quizzing on every saved URL is overload.
  • Question quality matters. Auto-generated questions are decent. When one is bad ("what was discussed in this quote?" — useless), tell the agent to regenerate it.
  • Streak motivation works. 30 seconds a day builds; the weekly review showing your streak is the carrot.
  • Master = retire. Don't drill cards forever. Once mastered, drop. New captures replace.
  • Daily 8 AM is right for most. Some people prefer evening (just before sleep helps consolidation). Test both.
  • Pair with reading. When you finish a book or paper, capture 3-5 #book cards. Spaced rep turns reading from temporary input into durable knowledge.