• DIGITAL
  • LIVE
  • HYBRID
  • HUMAN

How to evaluate curriculum topic suitability with your AI

Connect your AI to your training materials to decide the best way to teach. It looks at how much student interaction a topic requires to suggest a format.

Ask AI about this page

Short answer

Should I teach this topic online or in person?

Your AI compares the complexity and interaction needs of your subject against delivery constraints. You get a recommendation for a digital module, a live workshop, or a hybrid approach. This breakdown shows how it reaches that conclusion.

The outcomes.

Where your topics land.

The AI sorts your curriculum into specific delivery paths based on the analysis.

DIGITAL

Self-paced modules

The AI identifies topics that rely on information transfer rather than heavy discussion. You get a plan for asynchronous learning.

LIVE

In-person workshops

The AI flags subjects that require high-touch interaction or physical demonstrations. You get a recommendation for live sessions.

HYBRID

Blended learning

The AI suggests a mix of digital prep and live application. You get a structure that balances efficiency with engagement.

HUMAN

Expert-led coaching

The AI identifies high-stakes or highly nuanced topics that cannot be automated. You get a prompt to schedule direct human intervention.

The workflow

What your AI does when the curriculum arrives.

The AI processes your subject matter to map out the most effective way to deliver it.

  1. Analyze subject depth

    The AI reads your curriculum outline to gauge the complexity of the material.

    evaluate_session_suitability

  2. Map interaction needs

    It determines if the topic requires peer discussion, hands-on practice, or just reading.

    evaluate_session_suitability

  3. Check delivery constraints

    The AI weighs the interaction needs against your available time and resources.

    evaluate_session_suitability

  4. Generate format recommendation

    The AI outputs a final decision on the best delivery mode for that specific topic.

    evaluate_session_suitability

Try it

Copy these to start.

Use these prompts to kick off the evaluation process.

Starting points

Replace the bracketed text with your actual curriculum details or file names.

Accelerator Session Evaluator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_HG53Pb5yokTxDDZSkvJaE0AiUgJVpSo1pX2kNdmQ/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 Session Evaluator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-session-effectiveness-evaluator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HG53Pb5yokTxDDZSkvJaE0AiUgJVpSo1pX2kNdmQ/mcp"
    }
  }
}
Copy into chat04

  • Evaluate the suitability of this syllabus for a digital module: [paste syllabus text]

  • Should I run an in-person workshop or a webinar for this topic: [topic name]?

  • Analyze the interaction requirements for the training module in [file_name.pdf] and suggest a delivery mode.

  • Based on the curriculum in [Google Doc link], what is the best way to deliver this to a remote team?

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

Start here

Connect Accelerator Session Effectiveness Evaluator once, then ask.

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FAQ

How this task behaves.

  • 01

    Can the AI create the actual slides for my workshop?

    No. The AI only evaluates the suitability of the topic for different delivery modes.

  • 02

    Does the AI decide the final budget for my training?

    No. It provides recommendations based on interaction needs, but you must manage all financial decisions.

  • 03

    Can I upload a PDF of my curriculum?

    Yes, if your AI client can read files, this MCP will process the content once the AI reads it.

  • 04

    Will the AI change my original curriculum text?

    No. The AI only analyzes the text you provide to make a recommendation.

  • 05

    Can it recommend specific software for digital modules?

    No. It focuses on the delivery mode, such as digital vs. in-person, rather than specific software tools.

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

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