vizard
The Research-First Workflow to Turn Long Videos into Consistent Viral Clips
Summary Key Takeaway: Context first, automation second, iteration always. Claim: A research-led system produces faster, more consistent short-form results than edit-first workflows. * Start with deep research so AI and editors operate with context. * Build a living project knowledge base to improve every prompt and output. * Generate concise hooks and direct-response