Audit Flashcard Deck Daily Review Pace — Free
Daily flashcard queues grow quickly when review speed is underestimated. Multiply cards by seconds per card and compare against your daily review budget.
The proof surface
Spaced repetition apps schedule card reviews automatically. This audits the time cost of your active decks against the daily study window you actually have.
Why the flat version breaks
Assuming all cards take two seconds
Complex concepts need longer recall times than single-word translations.
Ignoring backlog growth
Skipping days compounds card queues exponentially.
Studying past mental fatigue limits
Review quality drops sharply after thirty to forty minutes of continuous testing.
How to work the flashcard-queue matrix
Enter each deck currently in your review queue with its card count.
Measure seconds needed per card including recall and answer verification.
Enter the time you can dedicate to flashcards each day without cutting into new material.
Divide total review time by daily budget to see how many days are required to clear each deck queue.
What the flashcard-queue matrix replaces
| Question | Before | Visible working |
|---|---|---|
| Assuming all cards take two seconds | Complex concepts need longer recall times than single-word translations. | Time your average card response |
| Ignoring backlog growth | Skipping days compounds card queues exponentially. | Set daily review minutes |
| Studying past mental fatigue limits | Review quality drops sharply after thirty to forty minutes of continuous testing. | Calculate review days needed |
A local arithmetic aid replaces hand calculation, not expert review. No paid AI service is needed.
Run it on the samples, right here
FIRST-LOAD
Input is processed locally and a draft is saved automatically in this browser profile when storage is available. Reset to sample clears that draft; Pro history has its own clear button. A state link encodes your inputs in its URL: share only non-sensitive rows. Browser history, clipboard and anyone receiving the link may retain it. Optional AI use below leaves this device; it is not required.
Review-time arithmetic from deck counts and response speeds you supply. Not educational advice or an exam guarantee.
Data note: Everything runs in this browser tab on the flashcard-queue matrix: your card deck | total cards to review | seconds per card stays on this device, nothing is uploaded, and the reading is rebuilt only when you press run.
Go deeper: the companion app files the same reading as a scored comparison matrix
The article demo above runs without limits. The companion app keeps a local history, exports the rows as CSV, prints the flashcard-queue matrix reading, and holds your drafts on this device — one free run, then $ 4 one-time for the layer that keeps filing.
The flashcard-queue matrix reading is complete for free. The optional $4 layer adds print, row CSV and the last five local reading summaries; it does not add hidden answers. Checkout is not configured yet; the article demo remains unlimited.
Open the audit flashcard deck daily review pace companionBoundary
Review-time arithmetic from deck counts and response speeds you supply. Not educational advice or an exam guarantee.
What this is built on
- Method: Enter the time you can dedicate to flashcards each day without cutting into new material.
- All sample records are invented examples. The app does not fetch measurements, policies, files or personal records.
- Google’s official pricing page, fetched 2026-09-29, lists free-tier access including AI Studio. Optional formatting only; limits and availability can change. Free-tier content may be used to improve products. Never paste private records there.
Before: Complex concepts need longer recall times than single-word translations. After: the flashcard-queue matrix shows the working beside each named row so the reader can change the assumption and inspect the consequence.
Optional AI formatting, not calculation
For this flashcard-queue matrix, use the free AI Studio interface only if available to you, with no paid API key. Manual entry completes the same workflow for free. Supply only fictional or non-sensitive notes. Review its output against the source; never paste unresolved questions into the numeric rows.
Format my non-sensitive notes for a flashcard-queue matrix. Return plain rows only: card deck | total cards to review | seconds per card. Preserve supplied quantities exactly. Do not guess missing values; list questions separately. Do not calculate or add advice. I will check every row before pasting into the local tool.
Accepted schema: card deck | total cards to review | seconds per card. No AI response is executed as code.