# Video Curator

> Find and evaluate AI tutorial videos for the curriculum. Use when searching for new videos, evaluating video quality, or updating the curriculum with better content.

- Skill: `majiayu000/video-curator` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add majiayu000/video-curator`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/video-curator/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/video-curator

---


# Video Curator for Alpha AI Curriculum

## Target Audience

- Non-technical professionals ages 30-60+
- Business owners, ministers, corporate professionals, retirees
- People who want practical AI skills, not coding

## Video Selection Criteria

### Must Have
- Clear, easy to follow explanations
- Practical demonstrations (not just talking heads)
- Beginner-friendly language
- Under 30 minutes (ideally 15-20)

### Avoid
- Heavy coding/technical content
- Marketing/sales pitches disguised as tutorials
- Outdated content (check publish date)
- Low production quality

## Current Video Sources

### Trusted Channels
- **Enovair Partners** (@EnovairPartners) - Alicia's 6 AI Skills
- **Grace Leung** - 8 AI Workflows
- General AI productivity channels

### Tools to Cover
- Perplexity
- NotebookLM
- Claude
- Gemini
- ChatGPT

## Video Evaluation Checklist

1. [ ] Is the presenter clear and engaging?
2. [ ] Are there practical examples shown?
3. [ ] Is it accessible to non-technical viewers?
4. [ ] Is it recent (within last 6-12 months)?
5. [ ] Does it fit the curriculum week theme?

## Current Curriculum Videos

| Week | Video | Duration | Source |
|------|-------|----------|--------|
| 1 | 20+ AI Hacks | 25 min | YouTube |
| 1 | Best Ways to Use NotebookLM | 15 min | YouTube |
| 2 | 8 AI Workflows | 17 min | Grace Leung |
| 3 | 6 AI Skills 99% Don't Know | 30 min | Enovair |
| 4 | (Action week - no video) | - | - |

## Adding a New Video

1. Watch the full video first
2. Note key timestamps and topics
3. Write a module description (see content-writer skill)
4. Update both learning-plan.html and index.html
5. Test that the link works

