How does it handle transitions between scenes?

Director uses an inter-scene continuity rule where the end frame of Scene N is used as the exact starting frame for Scene N+1, eliminating visual jumps during final concatenation.

Does it require manual video editing?

No, the skill includes an automated final assembly phase that uses ffmpeg to concatenate all generated clips into a single, cohesive MP4 file based on your story structure.

What AI models are required for this skill?

The pipeline utilizes RedCraft Z-Image for base generation, Qwen Image Edit 2511 for consistent scene variations, and WAN 2.2 FLF for video clip interpolation.

How does Director maintain character consistency?

It generates a single 'Hero Frame' and character reference portraits early in the process. These are fed into the Qwen Edit vision encoder for every subsequent scene frame, ensuring features remain identical throughout the video.

Can I resume a project if it crashes?

Yes, the skill maintains a JSON state file that tracks progress, approved frames, and metadata, allowing you to resume the pipeline or retry specific phases at any time.

Director Story-to-Video Pipeline

Name: Director Story-to-Video Pipeline
Author: artokun

byartokun

•

数据科学与机器学习

Orchestrates a comprehensive 8-phase AI film production pipeline from initial story planning to final video assembly with character consistency.

The Director skill is a professional-grade orchestration layer for AI video production that solves the industry's biggest challenge: character consistency. By implementing a sophisticated 'Hero Frame' architecture and edit-chaining logic, it ensures that characters and environments remain stable across multiple scenes. The skill manages a complex multi-model workflow involving Z-Image for initial generation, Qwen Edit for consistent frame transformations, and WAN 2.2 for video interpolation. It includes built-in state management for long-running projects, VRAM optimization, and final assembly using ffmpeg, making it the definitive tool for creating narrative-driven AI cinema within Claude Code.

主要功能

01Hero-frame anchored edit chains for rock-solid character and style consistency.

02Integrated VRAM management with automatic model clearing between production phases.

03Persistent state management allowing for independent scene retries and workflow resumption.

0411 GitHub stars

05Seamless inter-scene continuity by matching the end frame of one scene to the start of the next.

06Automated 8-phase production pipeline from story breakdown to MP4 export.

使用场景

01Creating sequential visual content where environmental and character drift must be eliminated.

02Generating character-consistent narrative short films from text prompts.

03Prototyping cinematic trailers and storyboards with high-fidelity motion.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add artokun/comfyui-mcp director

For use in Claude.ai and ChatGPT

Download Skill