yt-idea-generation¶
Systematic video idea brainstorming and scoring. The idea is 80% of a video's success -- a great idea with mediocre execution outperforms a mediocre idea with great execution every time. This skill makes ideation data-informed and ruthlessly filtered instead of random.
- Area: Marketing
- Category: content
- Level: beginner
- Input: conversation
- Output: document
- Setup: none
- Roles: Content Manager
Brainstorm and score YouTube video ideas.
How you ask¶
- “Give me video ideas”
- “Brainstorm topics”
- “What should I make a video about”
Inputs¶
- session_goal — What the user wants from this session — batch brainstorm, score existing ideas, fill a pillar gap, or respond to a trend
- pillars — Which content pillars to target — defaults to all pillars from youtube_context.md
- recent_performers — Top 3 recent videos by views or retention — tells us what the audience actually wants
- trending_topics — Current trends, news, or events to leverage
- idea_count — How many raw ideas to generate — defaults to 15
- kb_entry — Path to today's research-kb snapshot (
resource.root,research/kb/ai-news-daily/ai-news-daily_kb_YYYY-MM-DD.md);ai-news-daily_kb_latest.mdholds the latest completed cycle - channel_context — youtube_context.md (
company.marketing) — used to tailor angles to the channel voice
Outputs¶
- Scored and prioritized video idea list with top-idea detail cards
- angles (markdown)
- {company.marketing.video}/ideas/video_ideas_{YYYY-MM-DD}.md
- {resource.research-kb}/ai-news-daily/{YYYY-MM-DD}-angles.md