HITsz-TMG/VideoClaw

What it solves

VideoClaw addresses the complexity of creating high-quality AI videos by moving beyond single-prompt "black box" generators. It solves the problem of lack of control and consistency in AI video production by providing a structured, multi-stage pipeline that mimics a professional film production workflow, allowing users to refine assets at every step rather than relying on a single random output.

How it works

VideoClaw operates as an AI director system that transforms a simple idea or story outline into a complete video through a sequential production line:

1. Script Planning: Generates structured multi-scene scripts with narration and dialogue.
2. Character/Scene Design: Extracts core features to create visually consistent reference art.
3. Storyboard Planning: Breaks scripts into visual storyboards with specific camera angles and action descriptions.
4. Reference Image Generation: Creates high-precision base images to serve as visual anchors for video generation.
5. Video Generation: Uses high-performance models (like Wan or Kling) to convert storyboards into clips via three modes: first-frame, start-end frame, or reference-image based generation.
6. Post-Editing: Aggregates all clips into a final exported video.

Who it’s for

It is designed for creative video producers, content creators, and AI artists who need a controllable, iterative workflow for producing short dramas, sci-fi clips, or narrative-driven AI videos.

Highlights

• End-to-End Automation: Covers the entire process from initial concept to final edit.
• Granular Control: Every stage (script, character, storyboard, images) is editable and can be regenerated independently.
• Consistency Tools: Uses reference images and specific generation modes to maintain character and style stability across scenes.
• Lightweight Pipelines: Includes specialized tasks for commentary videos, action transfer, and digital human talking heads.
• Multi-Platform Integration: Supports WebUI, WeChat, Feishu, and OpenClaw skill integration.