• GAP ANALYSIS
  • READINESS SCORE
  • STUDY PLAN
  • HUMAN REVIEW

How to monitor subject mastery with your AI

Connect your study data to your AI client to find the gaps in your knowledge. It turns raw scores and notes into a clear picture of what you actually know.

Ask AI about this page

Short answer

How can I tell if I'm actually ready for my exam?

Your AI reviews your recent practice tests and study materials to calculate your proficiency in specific topics. You get a breakdown of your strengths and the exact areas where you need more work.

The outcomes

What you get from the analysis

The AI processes your data to produce these specific outcomes.

GAP ANALYSIS

Identify weak spots

The AI flags specific topics where your scores are consistently low. You'll know exactly which chapters to revisit.

READINESS SCORE

Predict exam performance

Based on your current mastery levels, your agent estimates how prepared you are for the upcoming test date.

STUDY PLAN

Targeted focus areas

The AI suggests which concepts to prioritize to maximize your score improvement in the time you have left.

HUMAN REVIEW

Verify your progress

You review the AI's findings to decide if you feel confident or if you need to change your study strategy.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of comparing your performance against your goals.

  1. Data ingestion

    Your agent pulls in your latest quiz results and study logs to build a baseline of your current knowledge.

    analyze_subject_mastery

  2. Proficiency mapping

    The AI maps your scores to specific subject areas to see where you are succeeding or failing.

    analyze_subject_mastery

  3. Trend detection

    It looks for patterns in your mistakes to see if you're struggling with a specific type of problem.

    analyze_subject_mastery

  4. Readiness reporting

    The agent summarizes your mastery levels into a clear status report for your upcoming exam.

    analyze_subject_mastery

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Replace the bracketed text with your specific subject or file names.

Learning Velocity Tracker Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_YBl0lFC2ov0KNtvsy9sQb18c02EEOO1YeT7UFnCm/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 — Learning Velocity Tracker capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "learning-velocity-tracker-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_YBl0lFC2ov0KNtvsy9sQb18c02EEOO1YeT7UFnCm/mcp"
    }
  }
}
Copy into chat04

  • Analyze my mastery in Organic Chemistry based on my recent quiz scores in my Google Drive.

  • Check my proficiency levels for the upcoming Calculus exam using my study notes.

  • Based on my last three practice tests, which topics in Physics do I need to study most?

  • Compare my current mastery of Macroeconomics against the exam syllabus in my Notion workspace.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Learning Velocity Tracker once, then ask.

Just link your data source once. Your login credentials stay encrypted and secure, and you can start asking questions immediately.

Connect Learning Velocity Tracker to your AI

FAQ

How the tracker behaves

  • 01

    Can the AI change my grades in my spreadsheet?

    No. The AI only reads your data to analyze it. It cannot modify your original files or grades.

  • 02

    Does it work with my handwritten notes?

    It works with any digital notes or test results your AI client can access through the connection.

  • 03

    Can the AI schedule my study sessions for me?

    No. The AI identifies what you need to study, but you are responsible for managing your own calendar and schedule.

  • 04

    How does it know which topics I'm missing?

    It compares your specific answers and scores against the subject categories found in your study materials.

  • 05

    Will it delete any of my study files?

    No. The AI has read-only access to your data for the purpose of analysis.

  • More questions about Learning Velocity Tracker? The Connector page answers them. See everything the Learning Velocity Tracker Connector can do

Connect Learning Velocity Tracker to Claude, Cursor, ChatGPT & more