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UGC Pipeline Wiki

Documentation for our UGC content pipeline — how a product brief turns into ready-to-post short-form video content at scale.

What this pipeline does

Takes a product brief and produces ready-to-post short-form video content (TikTok / Reels / Facebook) at scale, using AI-generated avatars and AI-generated video (NanoBanana 2, Veo 3.1, Seedance). One workflow can fan out across multiple accounts and languages through a structured variant system.

flowchart LR
    A[Product Brief] --> B[Video Plan]
    B --> C[PatchWork .nbflow]
    C --> D[Generation Runner]
    D --> E[Review in PatchWork]
    E --> F[Final Videos]

Where to start

  • Getting Started

    First time here? Read the Getting Started page for an overview of the system and how the pieces connect.

  • Glossary

    Every term and code explained — version strings, variant levels, B-roll density, tool names, and more. See glossary.

  • Pipeline

    The 6 stages from brief to delivery. Pipeline overview.

  • Workflows

    How variants work and how the version system tracks them. Variants & versioning.

  • PatchWork

    The tool that orchestrates image and video generation. PatchWork overview.

Status

This wiki is in active development. New pages and depth are added as the system evolves.