ScrollClaw System

What it does

ScrollClaw System documents the production doctrine, format selection, and pipeline for creating user-generated-content style AI videos. It centralizes brand setup, persona research, creator profile management, first-frame generation, and an end-to-end pipeline (A-roll, B-roll, stitch, post-production, captions, and virality scoring). The skill reads and writes structured workspace artifacts and prescribes tools, encoding defaults, and QA steps.

When to use it

Use this system as the backbone for any campaign that needs repeatable, high-quality UGC video production. It is ideal for teams building creator profiles, automating first-frame generation, or producing vertical social clips where "anti-polish" authenticity matters more than cinematic polish.

What's included

• Scripts: no executable scripts included, but the skill references many pipeline steps and references/ content (format-library, taste-calibration, production-pipeline).
• References: substantial references folder with format blueprints, color systems, and pipeline docs.
• Instructions: detailed doctrine covering setting choice, pipeline stages, common mistakes, taste calibration, and encoding defaults.

Compatible agents

Designed for agent toolchains that orchestrate media generation pipelines (agents with access to Nano Banana, Sora/Kling i2v, ElevenLabs, Replicate/Runway). Best for agents that manage files, run scripts, and maintain campaign workspaces.