• TIMELINE
  • THRESHOLDS
  • REVIEWS
  • HUMAN

How to predict memory decay dates with your AI

Connect your study history to your AI. It will map out your forgetting curve so you know exactly when to review.

Ask AI about this page

Short answer

How can I predict when I'll forget what I've learned?

Your AI reads your study logs and applies decay models to your specific data. You get a timeline of exactly when your retention will fall below your target thresholds.

The outcomes

What you get from the analysis

The AI processes your logs to produce these specific outputs.

TIMELINE

Decay date forecasts

The AI calculates specific dates when your knowledge of a topic will hit a critical drop. You get a clear schedule of upcoming memory gaps.

THRESHOLDS

Retention level alerts

The AI identifies when your memory of a concept falls below 70%, 50%, or any other percentage you set. This tells you how much you actually know.

REVIEWS

Optimized review windows

Instead of guessing, you get the exact days to study to stay ahead of the curve. This keeps your memory stable without wasted effort.

HUMAN

Manual study adjustments

The AI provides the data, but you decide which topics deserve more focus. You use these predictions to build your own custom study plan.

The workflow

What your AI does when the data arrives.

The AI handles the math and the mapping so you don't have to.

  1. Ingest study logs

    Your AI reads your existing study history, including dates and topics covered, to establish a baseline for your memory.

    predict_decay_thresholds

  2. Model the decay

    The AI applies mathematical decay models to your specific data points to simulate how your memory fades over time.

    predict_decay_thresholds

  3. Identify drop points

    The AI finds the specific moments when your retention hits your chosen percentage limits.

    predict_decay_thresholds

  4. Generate schedule

    The AI outputs a list of dates and topics that need attention to prevent significant knowledge loss.

    predict_decay_thresholds

Try it

Copy these to start.

Use these prompts to kick off the analysis.

Starting points

Replace the bracketed text with your actual file names or sheet names.

Forgetting Curve Calculator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_meEi0UUtt24xaQTj7YETPi44upYANhx5EwPFZdIH/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Forgetting Curve Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "forgetting-curve-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_meEi0UUtt24xaQTj7YETPi44upYANhx5EwPFZdIH/mcp"
    }
  }
}
Copy into chat04

  • Analyze my study_logs.csv and tell me when I'll forget the organic chemistry topics.

  • Based on my Notion study database, when will my retention of Spanish vocabulary drop below 80%?

  • Look at my Anki export and predict the decay dates for my medical terminology.

  • Using my Google Sheet of exam dates, identify which subjects are at risk of being forgotten by next month.

  • Claude
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Start here

Connect Forgetting Curve Calculator once, then ask.

Just link your data source once. Your login stays encrypted, and you can immediately start asking your AI for decay predictions.

Connect Forgetting Curve Calculator to your AI

FAQ

How this task behaves

  • 01

    Can the AI automatically schedule my calendar invites?

    No. The AI predicts the dates, but you must manually add them to your calendar or study app.

  • 02

    Does the AI change my original study logs?

    No. The AI only reads your data to perform calculations. It never modifies or deletes your original files.

  • 03

    What kind of data does it need?

    It needs a record of what you studied and when you studied it, such as a CSV, a spreadsheet, or a database export.

  • 04

    Can I set my own retention percentage?

    Yes. You can tell the AI to predict when you will drop below 90%, 70%, or any other specific threshold.

  • 05

    Will it work with my Anki history?

    Yes, as long as you can provide the study history in a format your AI client can read, like a CSV export.

  • More questions about Forgetting Curve Calculator? The Connector page answers them. See everything the Forgetting Curve Calculator Connector can do

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