• TRENDS
  • GAPS
  • AUDIT
  • HUMAN

How to analyze assessment performance with your AI

Connect LearningSuite to your AI client once. After that, you can ask your agent to dig through course data to find patterns in student scores.

Ask AI about this page

Short answer

How can I find knowledge gaps in my training cohorts?

Your AI uses LearningSuite tools to pull quiz scores and grading trends for any group you specify. It identifies which topics or questions are causing the most trouble across your cohorts. You'll see exactly where the curriculum needs adjustment.

The results you get

Where the insights land

The AI turns raw course data into clear answers about student performance.

TRENDS

Identify score patterns

The AI looks at grading trends across different groups. You'll see if certain cohorts are consistently failing specific modules.

GAPS

Pinpoint knowledge gaps

By comparing quiz results, your agent finds specific topics where scores drop. This tells you exactly what needs more instruction.

AUDIT

Course health checks

The AI reviews individual course data to see how well content is sticking. It highlights modules that aren't meeting performance benchmarks.

HUMAN

Curriculum updates

The AI identifies the problems, but you decide how to fix the training. You use the findings to rewrite lessons or change teaching methods.

The workflow

What your AI does when the data arrives.

The AI acts as a data analyst that has direct access to your LearningSuite courses.

  1. Locate courses

    The AI first finds the relevant training materials in your account to establish a baseline.

    list_courses

  2. Fetch course data

    Once the right course is identified, the AI pulls the specific assessment details and student records.

    get_course

  3. Analyze scores

    Your agent calculates averages and identifies outliers in the grading data provided by the tools.

    get_course

  4. Report gaps

    The AI summarizes the findings, highlighting the specific questions or modules where performance is low.

    list_courses

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

Replace the bracketed text with your actual course names or cohort IDs.

LearningSuite Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_bpQ7K2eWpvk22mqwVEcjUzDkJj3aKczVYtHD2m2d/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 — LearningSuite capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "learningsuite-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_bpQ7K2eWpvk22mqwVEcjUzDkJj3aKczVYtHD2m2d/mcp"
    }
  }
}
Copy into chat04

  • List all my available courses so I can pick one to analyze.

  • Look at the scores for the 'Advanced Security' course and tell me which quiz questions had the lowest pass rates.

  • Compare the grading trends between the 'Q1 Sales Cohort' and the 'Q2 Sales Cohort' in the 'Sales Fundamentals' course.

  • Identify the top three knowledge gaps for students who completed the 'Compliance 101' module.

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

Start here

Connect LearningSuite once, then ask.

Just click the link to connect your account. Your credentials stay encrypted, and you can immediately start asking questions in your preferred AI client.

Connect LearningSuite to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my quiz questions?

    No. The AI can only read course data and quiz scores. You have to manually edit your courses in LearningSuite.

  • 02

    Can I ask about specific student names?

    Yes, as long as that student's data is part of the course records the AI accesses.

  • 03

    Does the AI delete any grading data?

    No. The tools only allow the AI to retrieve information. It cannot delete or modify any records.

  • 04

    Can the AI create new courses for me?

    No. The current tools only allow the AI to list and get existing course information.

  • 05

    How does the AI know which cohort I'm talking about?

    You specify the cohort or course name in your prompt, and the AI uses the tools to find that specific data.

  • More questions about LearningSuite? See everything the LearningSuite Connector can do

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