yvonnemovingon/short-drama-skills

96 stars Quality 55 Trend 19MIT

经LuxReal平台工业化生产验证的 AI 短剧 Skill 合集 | AI Short Drama Skills, battle-tested in production by LuxReal

Overview

Production-tested prompt rules for AI short drama generation. Turn raw scripts into structured shot sequences, cinematic video prompts, and reusable production workflows. These skills come from LuxReal's internal short drama pipeline. They are designed for creators, studios, prompt engineers, and developers building script-to-video or AI video production tools. Most AI video workflows can generate a single clip. The hard part is making a story work across many shots: - How many shots should a script be split into? - What should each shot show? - How long should each shot last? - How do you handle dialogue, reactions, emotional beats, action scenes, and scene transitions? - How do you keep the output structured enough for a real production pipeline? is a collection of reusable prompt rules for turning scripts into executable video production instructions.

README

Short Drama Skills

Production-tested prompt rules for AI short drama generation.

Turn raw scripts into structured shot sequences, cinematic video prompts, and reusable production workflows.

These skills come from LuxReal’s internal short drama pipeline. They are designed for creators, studios, prompt engineers, and developers building script-to-video or AI video production tools.

English | 简体中文

What Problem Does This Solve?

Most AI video workflows can generate a single clip.

The hard part is making a story work across many shots:

How many shots should a script be split into?
What should each shot show?
How long should each shot last?
How do you handle dialogue, reactions, emotional beats, action scenes, and scene transitions?
How do you keep the output structured enough for a real production pipeline?

Short Drama Skills is a collection of reusable prompt rules for turning scripts into executable video production instructions.

Instead of asking an AI model to “write a storyboard”, these skills tell the model how to break down narrative beats, estimate shot duration, describe camera language, and generate structured outputs.

Core Skill: General Narrative Breakdown

This is the most broadly useful skill in the repo.

It turns a script segment into a structured shot sequence. Each shot includes:

Shot type, camera movement, and angle
Subject description, including character action, expression, and prop interaction
Lighting and atmosphere, only when relevant to the story
Estimated duration, based on dialogue length and action type
Structured output, ready for downstream video generation workflows

Use it for:

Everyday dialogue scenes
Short drama plot progression
Scene transitions
Script-to-shot-sequence workflows

View the skill ->

Quick Start

You can use these skills in any LLM that supports long prompts.

Open a skill under /skills
Copy the content from prompt.md
Paste it into ChatGPT, Claude, or your own LLM pipeline
Add your script after the prompt
Use the structured output in LuxReal or another AI video generation workflow

You can also use the skills directly in LuxReal:

Use in LuxReal ->

Skills

Storyboard Generation

#	Skill	What It Does	Best For
01	General Narrative Breakdown	Turns scripts into structured shot sequences with duration estimates	Dialogue, plot progression, scene transitions
02	Emotional Scene Breakdown	Breaks emotional dialogue scenes through power shifts, reactions, and close-ups	Confession, argument, interrogation, negotiation
03	Action Scene Description	Converts action-heavy scenes into detailed motion and camera descriptions	Fight scenes, chase scenes, physical conflict
04	Episode Continuity Splitting	Groups continuous clips into coherent shots while preserving pacing and continuity	Multi-episode short dramas

Video Prompt Polishing

#	Skill	What It Does	Best For
05	Video Prompt Polishing	Turns rough scene descriptions into structured video prompts	General video generation
06	High-Impact Drama Polishing	Creates high-intensity cinematic prompts for dramatic moments	Action peaks, strong openings, viral hooks
07	Slow Cinematic Polishing	Creates subtle, emotional, slow-paced cinematic prompts	Inner monologue, poetic scenes, quiet emotional beats

Who Is This For?

AI video developers building script-to-video workflows
Short drama studios producing episodic content at scale
Prompt engineers designing reusable video generation pipelines
Creators who need professional shot planning without a full production crew
Tool builders looking for MIT-licensed prompt logic to integrate into their products

How This Is Different

Approach	What It Can Do	Limitation
Asking an LLM to “write a storyboard”	Produces a basic result	Shot count, duration, pacing, and camera logic are often random
Generic video prompt templates	Gives a reusable format	Does not handle narrative pacing, long dialogue, multi-character scenes, or action logic
Short Drama Skills	Provides production-tested rules for narrative breakdown, emotional beats, action scenes, and prompt polishing	Works best when paired with an AI video generation tool such as LuxReal

Repository Structure

short-drama-skills/
├── README.md
├── README.zh-CN.md
├── skills/
│   ├── 01-通用叙事拆解/
│   │   ├── prompt.md
│   │   ├── prompt.zh-CN.md
│   │   ├── skill.md
│   │   └── example/
│   ├── 02-深度情绪刻画/
│   ├── 03-详细动态描述/
│   ├── 04-按剧情连贯拆分副本/
│   ├── 05-单视频提示词润色/
│   ├── 06-高能戏剧化情节润色/
│   └── 07-慢节奏细腻质感润色/
├── assets/
└── CONTRIBUTING.md

About LuxReal

LuxReal is an AI short drama production platform.

Upload a script, extract characters and scenes, generate storyboard previews, keep character consistency across episodes, and produce short drama videos at scale.

These skills are part of the prompt logic behind LuxReal’s internal production workflow.

Try LuxReal ->