• CONTENT
  • STRUCTURE
  • LISTS
  • HUMAN

How to audit training content with your AI

Connect your AI to Learn Amp to search through your entire library of courses and learning pathways.

Ask AI about this page

Short answer

How can I audit my training content using AI?

Your AI client uses the Learn Amp MCP to pull lists of items and learning pathways from your library. You can then ask it to find specific topics, check for outdated materials, or map content to specific skills. You'll get a clear view of your entire training inventory.

Audit outcomes

Where your findings land.

The AI organizes its findings based on how you want to review your content.

CONTENT

Gap analysis

The AI identifies missing topics or outdated modules by comparing your current library against your requirements.

STRUCTURE

Pathway reviews

It looks at how learning pathways are built to ensure the flow of information makes sense for learners.

LISTS

Inventory reports

You get a clean breakdown of every course and item currently stored in your Learn Amp account.

HUMAN

Manual updates

The AI identifies what needs changing, but you must log in to Learn Amp to actually edit or delete content.

The workflow

What your AI does when the audit starts.

The AI moves through your Learn Amp data to build a complete picture of your training library.

  1. Cataloging items

    The AI pulls a full list of all individual training assets and objects in your account.

    list_items

  2. Mapping pathways

    It retrieves the specific structures of your learning pathways to see how content is grouped.

    list_learnlists

  3. Deep diving

    The AI pulls the full details of a specific pathway to check its contents for accuracy.

    get_learnlist

  4. Finding gaps

    By comparing the lists it found, the AI flags where content is missing or redundant.

    list_itemsget_learnlist

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

These are opening lines. Swap out the bracketed text with your specific course names or topics.

Learn Amp Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_jwkVhEGAe4T1OqAa8F3udSkzhy6rOx45ADQiNa57/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 — Learn Amp capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "learn-amp-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_jwkVhEGAe4T1OqAa8F3udSkzhy6rOx45ADQiNa57/mcp"
    }
  }
}
Copy into chat04

  • List all the training items in my Learn Amp library.

  • Show me all the learning pathways currently available.

  • Check the [Name of Pathway] pathway and tell me if any topics are missing.

  • Find all courses in my library that cover [Specific Topic].

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

Start here

Connect Learn Amp once, then ask.

Just follow the link to connect your account. Your credentials stay encrypted, and you can start chatting with your data immediately.

Connect Learn Amp to your AI

FAQ

How the audit behaves

  • 01

    Can the AI delete courses for me?

    No. The AI can only read and list your content. You have to perform any deletions manually in Learn Amp.

  • 02

    Can the AI create new learning pathways?

    No. The tools only allow the AI to list and retrieve existing data. It cannot write new content to your library.

  • 03

    How does the AI know what is in my pathways?

    It uses the list and get tools to read the structure and items within your Learn Amp pathways.

  • 04

    Does the AI see my user login info?

    No. Your login stays encrypted and is never shared with the AI client.

  • 05

    Can I audit specific items by name?

    Yes. Once the AI has listed your items, you can ask it to find or analyze specific ones.

  • More questions about Learn Amp? See everything the Learn Amp Connector can do

Connect Learn Amp to Claude, Cursor, ChatGPT & more