ugc-pipeline

What problem does it solve?

UGC content creation for social media is often manual, time-consuming, and inconsistent. This Skill automates end-to-end UGC content generation by selecting categories, loading product references and sidecars, filtering specs, randomizing scenes, validating prompts, and generating visuals.

Core Features & Use Cases

• Category-driven prodref + sidecar loading to ensure consistent visuals
• Spec filtering that respects visible details and avoids color drift
• Deterministic scene randomization with pre-generation validation
• Batch generation for campaigns with single-product or mixed-product batches

Quick Start

Run the ugc-pipeline with a chosen product and category to generate a batch of visuals (mixed or single-product) for publishing.