🎬 Crafto Studio Crafto Studio is an agentic video studio: a crew of AI agents that plans, negotiates, self-corrects, and directs Google's Gemini stack to turn a rough idea into launch-ready vertical video — in your own face and voice. Say it once → launch it everywhere. Built for the Google DeepMind Bangalore Hackathon — Track 5 (Gemini Omni Flash). ✨ What it does Crafto Studio is a HeyGen-class creator suite with two studios, powered end-to-end by Gemini: 🎬 Digital Twin — enroll your face + voice (with consent), drop a rough brief or voice note, and a multi-agent crew produces a polished, multi-shot reel in your face and voice — refine it by conversation, restyle it, localize it, and publish. 📺 Micro-Series — turn one title into a connected episodic series (Micro-Drama or Micro-Learning): script → refine → extract a consistent cast & assets → produce each episode with cross-episode continuity. The differentiator isn't "AI avatar that talks" — it's the agentic system on top of Omni Flash: dynamic planning, agent negotiation/veto, self-correcting cycles, human-in-the-loop gates, and continuity memory. All of it is visible live on an orchestration canvas. 🧠 Why it's agentic (not a pipeline) Dynamic planning — the Orchestrator builds a task graph at runtime; the shot count is derived from the chosen duration (more time → more detailed script). Negotiation & veto — the Cost Governor trims the Script's shot count; the Brand Guardian vetoes off-brand visuals; the Director-Critic rejects weak shots. Self-correction (cycles) — a veto or reject triggers a replan + re-render, not a blind retry. Human-in-the-loop — first-class interrupt() gates for storyboard approval and final approval. Continuity memory — each shot seeds the next with its last frame; a locked cast/asset set keeps characters consistent across a whole series. Glass-box — a live React Flow canvas shows agents planning, handing off, vetoing and replanning in real time.
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