| name | source-hunter |
| description | Find public source videos/pages for a trend and prepare candidates for Moment Finder. |
| category | genx-marketing |
| version | 1.1.0 |
Source Hunter
Goal: find real source URLs for a trend. No URL, no recommendation.
Inputs
- trend/topic/headline
- category
- desired audience angle
- source priority, if any
Source Priority
- YouTube podcasts/interviews/keynotes
- Public Instagram Reels
- Public TikTok
- Podcast platforms
- Tech/news source for validation
Stop if a platform blocks access. Do not bypass login, captcha, paywall, robots.txt, or rate limits.
Flow
trend -> queries -> source URLs -> metadata/transcript status -> score -> pass selected sources to moment-finder
Score
0-100:
- source relevance: 25
- speaker/source credibility: 20
- transcript or caption access: 20
- clip potential: 20
- recency/engagement: 15
Advance threshold: 65.
Output
For each source:
- title
- speaker/channel
- URL
- publication date
- access status
- transcript/caption status
- engagement metrics if public
- why this source matters
- score
- pass/shelve decision
Pass only the best 1-3 viable sources to Moment Finder.