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Plot Workflow

Community
VanGong1999
plot-workflow

编排大情节点与详细情节点一键生成:预处理、提取、细化、格式化。 适用于需要完整情节骨架与逐点展开时;提到情节工作流、情节点流水线时使用。

Overview

PublisherVanGong1999
Repositoryscreen-creative-skills
Skill nameplot-workflow
Stars
474
Forks
85
Bundled files
2
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by VanGong1999 on GitHub. Read the source before you install it.

Installation

Install the Plot Workflow AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/VanGong1999/screen-creative-skills/tree/master/category/workflow/plot-workflow
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git /tmp/screen-creative-skills
mkdir -p .claude/skills
cp -r /tmp/screen-creative-skills/category/workflow/plot-workflow .claude/skills/plot-workflow
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Plot Workflow in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Plot Workflow on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Plot Workflow is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

情节工作流编排器

按固定调用链生成「大情节点 + 详细情节点」并格式化输出。

调用链(必须按序)

步骤Skill作用
1text-truncator / text-splitter长文本预处理(按需)
2plot-keypoints提取大情节点(阶段骨架)
3detailed-plot-analyzer将大情节点展开为详细情节点
4output-formatter统一格式、编号与可读性

若无法真正调用子 skill:在同一次回复中依次遵循各 skill 的硬约束完成,并标注步骤。

编排规则

  • 先骨架后细节:未完成 plot-keypoints 不得跳进详细展开
  • 详细情节点必须挂在对应大情节点下,禁止悬空
  • 情节点表述忠实原文;大情节点单条通常 ≤150 字(遵循 plot-keypoints)
  • 异常时返回已完成层级 + 失败原因,提供降级结果

输入

  • 故事文本或故事大纲
  • 可选:目标集数/篇幅、关注的主线

输出格式

【工作流执行报告】

一、执行状态
- 步骤完成情况(1–4)/ 失败点(如有)

二、大情节点
[plot-keypoints 产出]

三、详细情节点
[按大情节点分组的 detailed-plot-analyzer 产出]

四、格式化终稿
[output-formatter 产出]

参考资料

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Plot Workflow AI skill do?

编排大情节点与详细情节点一键生成:预处理、提取、细化、格式化。 适用于需要完整情节骨架与逐点展开时;提到情节工作流、情节点流水线时使用。

Why use Plot Workflow on TypingMind?

Because you install it once and use it with any model. Plot Workflow is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Plot Workflow in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/VanGong1999/screen-creative-skills/tree/master/category/workflow/plot-workflow. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Plot Workflow?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Plot Workflow?

As many as you like. As long as a model supports skills, you can use Plot Workflow with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Plot Workflow AI skill free?

Yes. It is published on GitHub by VanGong1999 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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