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AI playbooks for your content.

A schema is not a prompt template. It’s a curated package of domain knowledge, component guidance, and constraints that teaches an AI how to compose a complete piece of interactive content. You provide the topic. The schema provides the structure.

What’s inside a schema

Prompts, structures, constraints, decision trees.

A schema pairs Modula components with the editorial and educational decisions needed to assemble them well. The Video Lesson schema knows how to break learning objectives into units, when to use a quiz versus a flipcard, and what makes a video accessible by default.

The AI doesn’t have to invent any of that. It follows the schema, fills it with your topic, and returns a finished piece. Across fifty trainers using the same schema, you get fifty pieces with the same structural quality.

Lesson schema
name: lesson
accepts: [topic, audience, duration]
components:
  - Flipcard
  - Assignment
  - Timeline
  - Media Player
structure:
  - opener
  - 3-6 units, each with:
      - explainer
      - key points
      - check
  - summary
constraints:
  - all media has alt text
  - quizzes have feedback
  - reading level matches audience

Public schemas

What ships on Pro.

Available schemas, each maintained by Chialab. New ones are added as the catalogue grows; existing schemas are refined as the AI changes.

Lesson

Break a topic into interactive learning units — intro, key points, comprehension check.

Read the docs

Video Lesson

Same as Lesson, with embedded video, captions, and per-segment quizzes.

Read the docs

Presentation

A speaker-paced slide deck with annotated visuals, charts, and embedded video.

Read the docs

Map Scroller

A geo-narrative with GPS track and timed stops — for travel, journalism, history.

Read the docs

Story Scroller

Scroll-driven fiction or longform with media transitions between scenes.

Read the docs

Data Story

A scroll-driven explainer that walks a reader through a dataset, one chart at a time.

Read the docs

Assessment

SCORM-ready compliance and onboarding modules with assessment built in.

In practice

What a session looks like.

The user describes the goal. The AI invokes the schema through MCP. Modula returns components, structure, and constraints. The AI assembles the piece.

Create a 4-unit safety training on lifting heavy loads, for warehouse staff. SCORM-ready.
Loading the Training Module schema · drafting four units with intro, technique demo, scenario, and assessment · using dna-media-player, dna-scenario, dna-assignment, dna-progress.
Make the assessment ten questions and add a feedback screen at the end.
Updated. Unit 4 now has a 10-question dna-assignment with per-question feedback and a summary screen. SCORM package is ready to export.

Enterprise

Custom schemas for your workflow.

On Enterprise, Chialab builds schemas tailored to your domain, design system, and editorial conventions. A pharma compliance schema for a regulated industry. A textbook chapter schema for a school publisher. A product-tutorial schema for a SaaS onboarding flow. Whatever shape your content has, a schema can encode it.

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  • Pharma compliance training with audit-grade traceability
  • Textbook chapters tied to a publisher-specific design system
  • Product onboarding flows with context-aware tutorials
  • Newsroom-specific longform with custom narrative components
  • Internal knowledge bases with house-style enforced

Start now

Pick a schema, describe a topic.

Connect Modula, pick a schema, and describe what you want to make. The AI does the rest.

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