Community Launch Scout

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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