zenstory-ai/drama-skills

Drama Skills

AI short drama creation workflow for screenwriters, comic drama studios, and directors: eleven skills, from an idea or original work to episode scripts, storyboards, image/video prompts, and finished films.

Project homepage  ·  Installation  ·  Look at its output  ·  English

The 68-second vertical sample above is the beginning of episode 1 of “Let You Manage Your Account”: adapted from a 20-chapter original novel, with 20 storyboards, each frame generated and then edited into a final video, Subtitles, system panel, and sound effects are stacked during editing. The cost of video generation is about 40 yuan.

What is this?

Drama Skills covers the entire process from idea or original work to finished animation for AI short dramas and comic dramas: Original work analysis → Episode scripts → Visual setting → Image prompts and storyboards → Video prompts → Produce after confirmation → Edit into a video → Review. It is packed into the programming agent you already use (Claude Code, Codex, and other environments that support the Agent Skill specification) in the form of 11 skills, The model of the written function is the model of that agent.

• Five Markdowns recording each creation decision — Maintained by stage 剧本.md, 视觉设定.md, 分镜.md, 图片提示词.md, 视频提示词.md, add 剪辑单.md when cutting into a video; Only complete part of the stage before delivering the corresponding documents. Creative decisions are based on these documents.
• Use verifiable document facts to constrain cross-mirror consistency — The shape that needs to be maintained across the mirror should be written as a phrase that can be inserted into the prompt as is (continuity lock); Each keyframe must specify the visual basis; Check the script to verify declared references and continuity locks; example errors are provided below.
• Preview first, confirm, then produce — For any image, video, dubbing, or music task, the exact content and parameters are first seen in the file, Only after clear confirmation can you call external interfaces and spend money.
• The finished video is also in the kit — Editing skills write paragraph by paragraph why entry and exit points are selected, subtitles are taken word by word from the script, and rendered with unified loudness; Verification and measurement scripts only report facts, not judgments.

Origin

This skill comes from our own comic drama studio production line: from 2025 to the present, we have accumulated over a thousand AI short drama/comic drama projects, There have been several rounds of self-built and open-source tools in between. Nearly 80,000 lines of code across both frontend and backend, with model capabilities and requirements iterating speed Gradually unable to hold the front line.

Later, I simply abandoned my self-built integrated graphics tool and distilled historical project engineering and image/video prompts into this set of skills, Producers can directly use agent CLI and files to maintain the project, generate prompts, confirm them, and then send them back for generation—the result is surprisingly smooth. Now, the only thing left in the self-built tool is the queue gacha.

Deliberately placing confirmation before production: prompts are placed first in the file, production skill displays the exact quantity, content, references, parameters, output, and adapter; Users must see the preview and confirm it clearly before execution. Vendor credentials do not enter the project,