A Claude Code harness automates webtoon episode creation using a team of 27 specialized AI agents, covering the entire production pipeline from trend research to a finished vertical scroll viewer. It targets users seeking to generate dialogue-heavy, high-tension, and twist-driven webtoon content efficiently.

How It Works

This project orchestrates 27 AI agents across four distinct teams: Research, Scenario, Visual, and Assembly/Review. It employs a novel approach by first rendering character reference sheets as a single source of truth for visual consistency, and then baking speech bubbles directly into generated panels ("in-image bake"). Visual panels are rendered in parallel using codex-image, followed by a rigorous 6-axis validation and regeneration loop to ensure quality before final assembly into a vertical scroll viewer.

Quick Start & Requirements

1. Setup: Clone the repository and copy the .claude/ directory into your project root.
2. Execution: Run Claude Code within your project directory and issue natural language commands (e.g., "Create one webtoon episode reflecting trends").
3. Prerequisites:
   • Claude Code (agent/skill execution environment).
   • codex CLI with image_generation tool enabled.
   • ChatGPT OAuth authentication.
   • The codex-image tool is used for parallel panel rendering.

Highlighted Details

• Agent Specialization: Utilizes 27 distinct AI agents organized into four teams (Research, Scenario, Visual, Assembly/Review) for specialized tasks.
• Content Focus: Prioritizes dialogue-driven narratives with high tension and a twist in each episode, ensuring over 50 panels per episode for vertical scroll pacing.
• Consistency Assurance: Implements a robust system for maintaining visual and narrative continuity across episodes, including reference sheet pre-rendering, continuity tokens, location tokens, and a multi-axis validation/regeneration loop for panels.
• Automated Workflow: Manages the end-to-end process from initial trend analysis and scriptwriting to panel generation, assembly, QA, and final packaging.

Maintenance & Community

No specific details regarding maintainers, community channels (like Discord/Slack), or roadmap were found in the provided README.

Licensing & Compatibility

• License: MIT License.
• Compatibility: The MIT license generally permits commercial use and integration with closed-source projects, with minimal restrictions beyond attribution.

Limitations & Caveats

The system relies heavily on the Claude Code and codex ecosystem, requiring specific CLI tools and ChatGPT OAuth authentication. The effectiveness and quality of the generated webtoon are directly tied to the capabilities and configuration of these underlying AI tools. The README does not detail specific hardware requirements beyond the need for the codex CLI.