AI Practice Generator

The AI Practice Generator allows lab authors to embed learner-driven, hands-on practice scenarios directly within Lab Instructions. Learners can enter a prompt describing a scenario they want to practice, and and the system generates new tasks that appear within the active lab environment.

These generated scenarios allow learners to reinforce skills introduced in the lab, explore variations of a task, or challenge themselves with additional hands-on practice beyond the structured lab steps.

Add AI Practice Generator to a Lab

AI Practice Generator is available from the AI dropdown menu in the Instructions Editor. Unlike other AI tools in this menu that generate explanatory content, Practice Generator creates new actionable tasks inside the active lab environment. Learners can use it to generate additional challenges based on a topic prompt.

To insert Practice Generator into Lab Instructions as a lab author:

1. From Skillable Studio, open your lab’s Instructions Editor.

2. Along the top menu bar, select AI > AI Practice Generator.

   

   The Insert AI Practice Generator dialog opens.

3. Fill in the Practice Generator configuration details:

   1. Topic: Enter a subject area learners can generate practice scenarios around. The topic should align closely with the lab’s objectives.

   2. Model: Select the AI model used to generate practice scenarios.

      Model Selection

      Available models for Practice Generator depend on organizational configuration and may include Skillable pre-integrated models or bring your own (BYO) models. Model selection affects output style and reasoning quality.

   3. System Prompt: Provide additional constraints or instructions to guide AI behavior. Use this field to enforce difficulty level, restrict scope, define output format, and align generated content with lab objectives.

   4. Metadata: Include contextual information in the generated output. Instructions includes current instruction content, Tokens allows Practice Generator to reference available tokens, and Variables allows Practice Generator to reference lab variables.

   5. Placeholder for user input textbox: Enter learner-facing prompt text (e.g., Describe a scenario you would like to practice).

   

4. After completing the configuration, click Insert.

   The Practice Generator element is added to the lab. When a learner reaches the Practice Generator element, they enter a prompt in the text box and the AI generates a new practice scenario. The scenario appears directly within the lab instructions. The learner can complete the generated tasks inside the active environment.

Practice Generator Tips for Lab Authors

To help learners get the most out of Practice Generator:

• Use a specific, focused topic

• Add system prompt constraints for consistency

• Enable metadata when contextual alignment is important

• Provide a clear learner-facing placeholder

• Review generated output behavior before publishing the lab

Usage Considerations

AI Practice Generator usage may count toward Max AI Tokens per Lab Instance. If token limits are reached, generation stops and the configured message is displayed.

For more details on configuring Max AI Tokens, see our Lab Profiles documentation.

Summary

AI Practice Generator enables learners to extend structured labs with adaptive, hands-on challenges. Authors configure topic scope, model selection, and contextual metadata to guide generation. When the Generator is deployed thoughtfully, it reinforces skills and promotes deeper engagement within the lab environment.

This is one of several capabilities included in Skillable AI, which provides AI-powered tools for lab authoring and learner interaction. For more information, see our Skillable AI documentation.