21 prompt templates that turn one story idea into a full AI comic-drama pipeline
A Chinese repo of SKILL.md files that takes a single story premise and outputs a production plan, asset prompts, episode scripts, storyboards, and video prompts — no dependencies, no code.
What it does
Each of the 21 genres (xuanhuan cultivation, palace intrigue, CEO romance, suspense, folk horror, and so on) is a single SKILL.md file — pure prompt engineering, zero dependencies. You paste one sentence of story idea and it produces a full production chain: a project plan with characters and worldbuilding, asset image prompts, episode scripts with dialogue, per-episode director handbooks with storyboard and video prompts, and even publish copy. Defaults to 30 episodes, ~4 minutes each, 9:16 vertical, all adjustable in your prompt.
The interesting bit
It’s a state machine built entirely out of prompts: output arrives in batches with progress markers, and you steer it with terse commands like “继续” (continue), “第3集手册” (episode 3 handbook), or “改:女主改成冷面师姐” (change: make the female lead a cold senior sister) — the latter triggers a targeted edit with consistency checking. The boring part — keeping character designs consistent across 30 episodes of asset prompts — is exactly where the value sits.
Key highlights
- 21 genre templates spanning fantasy, historical, modern, and genre-film categories, each tuned to its own pacing
- Works in Claude Code (drop into
~/.claude/skills/), WorkBuddy, or any chat tool via copy-paste (DeepSeek explicitly named) - One conversation = one drama = one template; the README warns mixing templates causes setting bleed
- File-writing tools can generate the whole output continuously; the file structure is specified in each
SKILL.md - MIT licensed, with an explicit originality requirement baked into the templates
Caveats
- Testing is uneven: only the xuanhuan version has seen real production use; several genres got install checks or a stage-1 dry run, and the rest are untested per the README’s own admission
- Video prompts use a
{{Mixed N}}reference-image syntax that needs manual rewriting per tool - Compliance is on you — the README flags that suspense and folk-horror genres face stricter platform rules, and AI-generated content must be labeled
Verdict
Worth a look if you produce Chinese short-form vertical video and want a structured, genre-aware prompt scaffold instead of hand-rolling your own. If you don’t read Chinese or don’t make comic dramas, it’s a curiosity — a well-organized example of prompt-as-pipeline, nothing more.
Frequently asked
- What is zhanghao123vip/ai-manju-skills?
- A Chinese repo of SKILL.md files that takes a single story premise and outputs a production plan, asset prompts, episode scripts, storyboards, and video prompts — no dependencies, no code.
- Is ai-manju-skills open source?
- Yes — zhanghao123vip/ai-manju-skills is open source, released under the MIT license.
- How popular is ai-manju-skills?
- zhanghao123vip/ai-manju-skills has 630 stars on GitHub.
- Where can I find ai-manju-skills?
- zhanghao123vip/ai-manju-skills is on GitHub at https://github.com/zhanghao123vip/ai-manju-skills.