screen-creative-skills
31 skills for screen stories: novel screening, plot and character analysis, adaptation scoring and a vertical series script
- 508 ★ on the repository
- Last commit
- MIT
Extended access
Why this level
- The `ip-evaluator` and `web-search` skills send search queries to the internet, and helper Python scripts work with local files.
Install
- Works in
In your terminal, with SkillFoxx CLI
npx skillfoxx add skills/screen-creative-skillsDetects the agents on your machine, shows the access level and pins the version.
Other ways to install
Access and checks
How we reviewExtended accessThe tool runs code or makes network calls and only reads external data.
- The `ip-evaluator` and `web-search` skills send search queries to the internet, and helper Python scripts work with local files.
This is third-party code. Review the repository files before installing.
What it does
screen-creative-skills is a set of 31 skills in Chinese for working with screen stories, from screening novels for adaptation to a finished script. The skills are grouped by task. For text analysis there are `novel-summarizer`, `story-five-elements` with a mind map, `plot-keypoints` and `drama-analyzer`. Scoring falls to `novel-evaluator`, `ip-evaluator`, `script-evaluator` and `drama-evaluator`. `drama-planner` builds the emotional curve, the three-second hook and the paywall points, while `drama-creator` writes a full vertical series script. `character-profile` and `character-relationships` sit alongside for characters. Two orchestrators, `drama-workflow` and `plot-workflow`, chain the skills: they cut a long text into parts, run the parts through analysis and merge the outcome into one report. An English version of the set sits in the `english-version/` folder.
Who it is for. Screenwriters, producers and IP department editors who look for adaptation material in novels and write scripts for vertical series and multi-episode dramas.
Good fit when
- More than a hundred novels arrive every day, and an editor needs a quick screen through a short synopsis and an adaptation potential score.
- A city romance of a hundred thousand characters becomes a vertical series of 80–100 episodes of one or two minutes.
- A finished script is scored for ideas, artistry and spectacle, and the weak spots come out as a list.
- A hit 40-episode series is taken apart scene by scene to collect devices that can be repeated in a new project.
Not a fit when
- Skills with Russian prompts are needed: the texts are Chinese, an English translation exists and Russian does not.
- The project is far from screen stories: the set targets vertical series, mid-length and long dramas and feature films.
- The text must not go online: `ip-evaluator` and `web-search` rely on web search, and only `novel-evaluator` works offline.
Example request
Write a short synopsis of this novel, score its vertical series potential and propose an emotional curve for the first ten episodes.Limitations
The skill texts and report templates are written for the Chinese vertical series market: platforms, genres and ideas such as paywall points come from there. An English version of the set sits in `english-version/`, and there is no Russian one. Scores from the scoring skills are produced by the model against a scale from `SKILL.md`, so they guide an editor and do not replace the editor's decision. For long texts use `drama-workflow` or `plot-workflow`, otherwise the material will not fit the context. The `ip-evaluator` and `web-search` skills go online, the rest work with text from the dialog. Version 2.2.0, updated on 12 October 2026.
How to disable. The install script makes symbolic links: delete the skill links from `~/.claude/skills/`, `~/.cursor/skills/` or `~/.agents/skills/`. The repository clone can stay or be removed.
FAQ
How do I install the set in Claude Code?
Clone the repository with `git clone https://github.com/GongLingRui/screen-creative-skills.git` and run `./scripts/install-skills.sh claude`. The script links the skills into `~/.claude/skills/`, and they update on their own when the repository does.
How do I install the English versions?
Add a second argument: `./scripts/install-skills.sh cursor en`. The script takes the skills from `english-version/` instead of the Chinese ones.
How do I install the skills in a single project?
Pass the script a project directory path, for example `./scripts/install-skills.sh .claude/skills` for Claude Code, `.cursor/skills` for Cursor or `.agents/skills` for Codex. That puts the set into the team repository.
Where do I start for a vertical series?
The chain from the documentation example: `novel-summarizer`, `drama-evaluator`, `drama-planner`, `drama-creator`, then `script-evaluator`. The result is a script for 80–100 episodes and a scoring report.
How do I check the skill structure after edits?
Run `python3 scripts/validate-skills.py`. The check covers `SKILL.md` headers, links and names.
Discussion
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Comparison with similar tools
Cards that share the main search query, and how they differ.
| Tool | Official | Repository stars | Main difference |
|---|---|---|---|
| screen-creative-skills (this card) | no | 508 | |
| Drama Skills | no | 4,185 | 11 skills leading from an idea to a script, storyboard and a finished clip; this one has 31 skills focused on screening and scoring material and analyzing finished series |
| Screenwriting Skills | no | 2,049 | 26 skills for a screenwriter on film and series; this one adds IP scoring, novel analysis and a vertical series script |
README in short
The documentation walks through four end-to-end examples: a novel to a vertical series, a novel to a mid-length drama plan with characters and plot points, a hit series breakdown and a batch IP decision. Skill dependency diagrams and chain examples come with the set.
README badge
Original SKILL.md
--- name: drama-planner description: 制定竖屏短剧专业策划方案，含情绪价值分析、黄金三秒钩子设计、三幕式结构规划等。适用于短剧项目前期策划、商业化方案设计、创作指导 license: MIT --- # 竖屏短剧策划师 ## 功能 制定专业的竖屏短剧策划方案，涵盖情绪价值分析、黄金三秒钩子设计、三幕式结构规划、人设容器设计及商业化卡点设置。 ## 使用场景 - 进行短剧项目前期策划。 - 设计短剧商业化方案。 - 提供短剧创作指导。 - 分析短剧市场趋势。 ## 策划理念 1. **情绪价值第一性原理**: 识别核心情绪价值点，设计触发强烈情绪反应的情节。 2. **黄金三秒钩子法则**: 开篇3秒抓住观众注意力，迅速吸引。 3. **期待-压抑-爆发三幕式结构**: 建立期待，积累压抑，最终爆发释放。 4. **人设即容器理论**: 标签化和极致化主角人设，便于受众记忆和情感投射。 5. **商业化卡点逻辑**: 在情节高潮处精准设置付费卡点，实现商业价值最大化。 ## 核心步骤 1. **分析需求**: 理解用户的策划需求和目标。 2. **分析内容**: 分析故事或创意的核心要素。 3. **设计方案**: 基于策划理念设计详细策划方案。 4. **提供建议**: 提供具体的优化和实施建议。 ## 输入要求 - 故事创意或故事大纲 - 目标受众定位（可选） - 商业化目标（可选） ## 输出格式 ``` 【竖屏短剧策划方案】