Curriculum judgment meets programmatic assembly

Our Vision

Traditional AI writing workflows often stop at unformatted text. Converting those drafts into physical classroom materials, such as a standards-aligned worksheet or a slide presentation with clear diagrams, still requires heavy manual labor.

ClioMake was built to solve this exact problem. By introducing a specialized multi-agent orchestration pipeline, we cleanly separate the cognitive task of outlining curriculum from the programmatic compilation task of building binary documents.

ClioMake combines pedagogical quality checks with secure, ephemeral compilation sandboxes. The result is rapid, standards-aware learning assets ready for teacher review and classroom use.

Pedagogical Foundations

ClioMake's AI workflows are grounded in practical learning science. Rather than outputting simple lists, we enforce:

• Differentiated Cognitive Load: Adjusting paragraph lengths, sentence complexity, and vocabulary dynamically based on target grade bounds.
• Bloom's Taxonomy Alignment: Layering formative checkpoints that scale from basic conceptual identification (e.g. Def Integral templates) to complex synthesis problems.
• Spaced Practice Schedules: Chronological course outlines designed to optimize learner memory retention over 12-week cycles.