✏️ Editing Content

Learn how to view, edit, and refine AI-generated content to ensure quality.

Viewing Content

Before editing, always view the content to understand what needs to be changed:

Click [View] Button

Opens a preview modal showing the full content exactly as students would see it.

Check Key Elements

KE: Concept maps, node connections, explanations
SPL: Dialogue flow, hints, agent responses
SATA: Questions, options, correct answers, explanations

Note Issues

Make mental or written notes of what needs to be fixed before clicking Edit.

The Edit Workflow

Workflow

View Content → Click Edit → WYSIWYG Editor Opens → Make Changes → Preview → Save
                                                                                 ↓
                                                                   New version created
                                                                   Original preserved

💾 Non-Destructive Editing Every edit creates a new version. The original AI-generated content is never lost. You can always compare or rollback to previous versions.

What You Can Edit

🔍

Fix Factual Errors

Correct wrong dates, names, formulas, or hallucinated facts.

📊

Adjust Difficulty

Simplify for beginners or add complexity for advanced learners.

💡

Improve Clarity

Rewrite confusing explanations, add examples, improve structure.

🌍

Add Context

Include local examples, cultural references, or class-specific scenarios.

⚖️

Remove Bias

Correct stereotypes, ensure inclusive language, balance perspectives.

📋

Align Standards

Ensure content matches curriculum standards and learning objectives.

WYSIWYG Editor Features

Feature	Description	Use Case
Rich Text	Bold, italic, underline, headings	Emphasize key concepts
Code Blocks	Syntax-highlighted code snippets	Technical content
Math (LaTeX)	Mathematical equations	STEM subjects
Images	Insert and resize images	Visual explanations
Links	Hyperlinks to resources	External references
Lists	Bulleted and numbered lists	Step-by-step instructions

Regenerating Content

If editing isn't enough, you can request new AI generations:

Option A: Generate More Versions

Adds new versions to existing ones (up to max 4)
Uses the same configuration
Provides fresh AI perspective on the topic

Option B: Custom Prompt Regeneration

Provide specific instructions for tailored content:

Example Prompts

"Make it more visual with diagrams"
"Add healthcare industry examples"
"Simplify for ESL learners"
"Include more real-world applications"
"Focus on ethical considerations"

⚠️ Regeneration Costs Each regeneration uses API tokens. Use the edit function for minor fixes and regeneration only when you need a fundamentally different approach.

Content-Specific Editing Tips

🧠 Knowledge Explorer (KE)

Verify all node connections make logical sense
Check that concept progression is scaffolded properly
Ensure exploration paths lead to meaningful learning
Add missing prerequisite concepts if needed

💬 Socratic Playground (SPL)

Ensure dialogue flows naturally
Check hint progression (easy → medium → detailed)
Verify agent responses are conversational, not JSON
Test that questions guide without giving away answers

📝 SATA Assessment

Verify correct answers are actually correct
Check that distractors are plausible but wrong
Ensure no trick questions or ambiguous wording
Confirm difficulty matches the proficiency level

Best Practices

✅ Do's

Always view before editing
Make focused, specific changes
Preview after editing
Use quality checklist
Document significant changes

❌ Don'ts

Trust AI content blindly
Make changes without viewing first
Delete all versions
Skip cultural sensitivity review
Rush through content