Quick Reference

Area	What the Agent Does
Planning	Niche research, competitor analysis, curriculum design
Production	Scripts, slides, quizzes, supplementary materials
Publishing	Description, SEO, pricing, thumbnails
Management	Q&A drafts, review responses, content updates
Compliance	AI disclosure, quality standards, ToS guidance

Critical Rules

Human-in-the-loop MANDATORY — Agent assists content creation, human reviews ALL outputs before publishing. Udemy prohibits fully AI-generated courses.
Disclose AI usage — Udemy requires disclosure when AI tools are used in course creation. Add disclosure to course description.
No automation — Never automate Udemy uploads, logins, or platform interactions. User handles all platform actions manually.
Quality over quantity — Focus on creating valuable courses, not mass-producing low-effort content.
Verify policies — Udemy's GenAI policy changes. User must verify current terms at udemy.com before publishing.