• SCORE
  • GAP
  • FIX
  • HUMAN

How to analyze curriculum health with your AI

Connect your training materials to your AI client to find gaps and fix them. It turns messy course data into a clear roadmap for improvement.

Ask AI about this page

Short answer

How can I check if my curriculum is actually working?

Your AI calculates a single health score based on your existing course content and provides specific steps to fix identified weaknesses. You get a clear list of what to change to make your training more effective.

The outcomes

What you get from the analysis

The AI processes your data into these four specific outcomes.

SCORE

A single health score

The AI evaluates your entire curriculum against effectiveness standards. You get one number that tells you exactly where your program stands.

GAP

Identified content gaps

The AI finds missing topics or broken learning paths. It points out exactly where your students might get stuck or lose interest.

FIX

Actionable improvement steps

Instead of vague advice, you get specific instructions. The AI tells you what to add, remove, or rewrite to improve the score.

HUMAN

Expert review needed

The AI flags complex pedagogical issues that require your judgment. It highlights areas where a human instructor must decide the final direction.

The workflow

What your AI does when the curriculum arrives.

The AI handles the heavy lifting of auditing your files so you don't have to manually hunt for errors.

  1. Data ingestion

    Your AI reads through your course documents, lesson plans, and assessments to understand the current structure.

    curriculum_health

  2. Health scoring

    The agent runs a diagnostic on the content to generate a baseline health metric.

    curriculum_health

  3. Gap detection

    The AI compares your content against learning objectives to find missing links.

    curriculum_health

  4. Action plan generation

    The AI writes out the specific changes needed to raise your health score.

    curriculum_health

Try it

Copy these to start.

Use these prompts once you have connected the MCP to your AI client.

Starting points

These are opening lines. Swap out the bracketed text for your actual file names or folder paths.

Accelerator Curriculum Effectiveness Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_aUPe72TYM9MtVzsZvNWmtCoAdBmYgKvwOo5gzfE3/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 — Accelerator Curriculum Effectiveness capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-curriculum-effectiveness-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_aUPe72TYM9MtVzsZvNWmtCoAdBmYgKvwOo5gzfE3/mcp"
    }
  }
}
Copy into chat04

  • Analyze the curriculum health for my 'Advanced Python' course folder.

  • Give me a health score for the training modules in my Google Drive folder.

  • What are the specific improvement steps for my 'Sales Onboarding' curriculum?

  • Find the content gaps in my 'Customer Success' training manual.

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

Start here

Connect Accelerator Curriculum Effectiveness once, then ask.

Click the link to connect the MCP to your preferred client. Your credentials stay encrypted and private.

Connect Accelerator Curriculum Effectiveness to your AI

FAQ

Common questions

  • 01

    Can the AI rewrite my entire course for me?

    No. The AI identifies what needs to change and provides the steps, but you remain in control of the actual writing and final content.

  • 02

    Does the AI delete any of my original files?

    No. The AI only reads your data to perform the analysis. It cannot modify or delete your source files.

  • 03

    What kind of files can I use for this?

    The AI can process text-based curriculum data, lesson plans, and assessment documents provided through the connection.

  • 04

    How accurate is the health score?

    The score is a data-driven diagnostic based on the content provided. It is a tool for identifying patterns, not a definitive grade.

  • 05

    Can I use this with Claude or Cursor?

    Yes, as long as you are using an MCP-compatible client, you can use this with Claude, Cursor, Windsurf, or VS Code.

  • More questions about Accelerator Curriculum Effectiveness? The Connector page answers them. See everything the Accelerator Curriculum Effectiveness Connector can do

Connect Accelerator Curriculum Effectiveness to Claude, Cursor, ChatGPT & more