lixiaoxiao9888-create/short-drama-factory

What it solves

It provides an industrial-scale system for writing high-conversion short-form drama scripts (specifically for platforms like Douyin and Hongguo). The project focuses on maximizing viewer retention and monetization by automating the structural and emotional engineering of scripts, ensuring they follow proven "hit" formulas while maintaining strict quality and length constraints.

How it works

The system operates as a "script engine" that uses a set of structured methodologies and validation scripts to guide the writing process. It employs an "Emotional Contract Unit Chain" to manage plot arcs and conflict resolution, ensuring conflicts close within specific episode counts. It features three distinct length formats (Standard, Long, and Manga) with specific word counts and beat requirements. To maintain quality, it uses a suite of automated validation scripts (validate_episode.py and validate_series.py) that check for "red lines" such as dialogue ratios, pacing, and compliance.

Who it’s for

Professional scriptwriters and content creators targeting the short-drama ecosystem who need to generate structured, high-retention scripts from a single creative spark or by adapting web novels.

Highlights

• Industrialized Framework: Offers 8 interaction modes for everything from initial project planning and character bibles to full episode writing and compliance auditing.
• Three-Tier Length System: Precise control over episode duration and word counts, including a specialized "Long Format" with dual-round conflict beats.
• Automated Quality Gates: 23 episode-level and 8 series-level machine checks to prevent pacing issues and ensure structural integrity.
• Genre-Specific Logic: Intelligent routing between "emotion-flow" and "plot-flow" styles across 40 different genre tracks.
• Adaptation Pipeline: A dedicated workflow for converting web novels into short-drama scripts.