Community Launch Scout


Community Launch Scout
An autonomous go-to-market intelligence agent that discovers high-traction online communities, checks anti-ban rules, and generates tailored launch posts.
Real-time discovery across Reddit, Hacker News Algolia API, and GitHub REST API
Rule verification engine checking community promotion policies and flair requirements to prevent bans
Transparent 5-factor scoring model (Fit, Audience, Traction, Promo Safety, Evidence)
Zero-hallucination post draft generator customized to each platform's culture
Parallel DAG execution pipeline running end-to-end research in under 3.5 seconds
- Node.js
- TypeScript
- Modiqo Rote Engine
- REST APIs
- Reddit API
- GitHub API