dvcrn 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.
AI Content Policy (Nov 2025)
- ✅ AI-assisted content creation (outlines, scripts, drafts)
- ✅ AI-generated visuals/graphics (if high quality)
- ✅ AI for research and information gathering
- ❌ Fully AI-generated courses with minimal instructor input
- ❌ Low-quality AI outputs without human polish
- ❌ Hiding AI usage from students
Disclosure required: "This course contains content created with the assistance of AI tools."
Workflow
For course planning: See planning.md
For content production: See production.md
For publishing and marketing: See marketing.md
For ongoing management: See management.md
For organizing your courses: See workspace.md
For legal compliance: See legal.md
Disclaimer
This skill provides educational guidance on course creation best practices. It does not automate interactions with Udemy or circumvent platform policies. Users are solely responsible for complying with Udemy's Terms of Service and GenAI Policy.