Autonomous engine that takes 1 canonical long-form article or transcript and compiles it into 5 high-converting formats: X threads, LinkedIn carousels, newsletter briefs, and short video scripts.

Content Repurposing Hub

Transform singular long-form insights into omni-channel distribution assets with deterministic formatting rules and voice preservation.

Output Matrix

1. X (Twitter) Thread: 6-8 punchy posts with hook, body bullet points, metrics, and call-to-action.
2. LinkedIn Narrative: Authority-building story format with white space formatting and engagement prompt.
3. Weekly Newsletter: 250-word curated digest summary with actionable takeaways.
4. Short-Form Video Script: 45-second 3-beat script (Hook -> Agitation/Insight -> Resolution) with on-screen visual prompts.

Contract & Handoff

{
  "source_url": "https://deepakbagada.in/journal/multi-agent-system-architecture",
  "audience": "Engineers & Founders",
  "tone": "Direct, Technical, Minimalist",
  "outputs": ["x_thread", "linkedin_post", "newsletter_summary", "reel_script"]
}