Solved a classic bottleneck of content creators
8 hours/week repurposing one YouTube video → clips, captions, posts, formatting → classic creator bottleneck Built a simple content repurposing system. Input • 1 long-form YouTube video Output • 5–7 short clips (IG + LinkedIn optimized) • Platform-native text posts for: – Instagram – LinkedIn – X – Skool • Everything formatted, stored, and ready to schedule No manual editing. How the system works The video transcript is pulled once Then the system runs two parallel tracks: Track 1 — Video clipping • Finds high-signal moments • Generates short clips • Tracks processing status • Notifies when assets are ready Track 2 — Text repurposing • LLM analyzes the transcript • Rewrites content per platform • Different tone, structure, formatting for each • No copy-paste syndication • Actual platform-native posts All outputs are aggregated, stored, and tracked. Time math Manual process: • 8 hrs/week • 32 hrs/month • ~$5,120/month (at $40/hr) Automated process: • ~30 min/week • Review + minor tweaks only For those creators who don't need: “AI strategy” or “content hacks” but need: • A mapped workflow • Clear time leaks • Boring automation that gives hours back