Learning Management System AI

**LearnOS AI** is a comprehensive development prompt for building an AI-powered learning management platform. Designed for use with Claude, Codex, Lovable, Replit, or Gemini, it guides an AI coding assistant through creating a working application with persistent data, authenticated workflows, and a polished user experience.

The prompt brings together the needs of students, instructors, and organization administrators. It starts with a complete learning journey: instructors create and publish courses, students enroll and complete lessons, and progress is saved across sessions. From there, it outlines milestones for assessments, AI tutoring, document-to-course generation, subscriptions, and enterprise administration.

The product design features a responsive workspace with a sidebar, elegant course cards, clear progress indicators, and a restrained indigo and violet palette. Student dashboards highlight enrolled courses and learning progress, while instructors get dedicated tools for authoring content and reviewing results.

The prompt covers:

- **Multi-tenant workspaces:** Separate organizations, scoped roles, invitations, and membership management.

- **Course authoring:** Structured modules and lessons, drafts, previews, publishing, and archive controls.

- **Student learning:** Course discovery, enrollment, lesson navigation, saved completion, and resume learning.

- **Assessments:** Question authoring, persisted attempts, deterministic scoring, and feedback.

- **AI workflows:** Editable course generation and permission-scoped tutoring with source citations.

- **Business operations:** A roadmap for assignments, certificates, notifications, analytics, and subscription billing.

- **Engineering quality:** Database migrations, server-side authorization, input validation, automated tests, and deployment documentation.

Unlike a design-only brief, this prompt instructs the coding assistant to implement real workflows, verify functionality, and document unfinished features. It also requires truthful configuration states when external services are unavailable, rather than simulated AI responses or fake payment confirmations.

Use it as a structured starting point for an internal training portal, online academy, corporate learning platform, or education SaaS product. The current LearnOS implementation demonstrates the core learning foundation; AI integrations, billing, and advanced enterprise capabilities remain future milestones. Final scope depends on the chosen coding environment, configured services, and continued development and testing.

LearnOS AI addresses fragmented online learning by bringing course creation, student enrollment, assessments, and progress tracking into one organized workspace. It helps instructors deliver structured learning, students stay on track, and organizations manage access across teams.