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Story Summarizer

Community
VanGong1999
story-summarizer

基于故事文本提炼主要情节与要点,生成完整故事梗概。适用于快速了解故事内容、剧本改编、项目推介

Overview

PublisherVanGong1999
Repositoryscreen-creative-skills
Skill namestory-summarizer
Stars
474
Forks
85
Bundled files
1
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.

  • 1 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 Story Summarizer 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/story-analysis/story-summarizer
  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/story-analysis/story-summarizer .claude/skills/story-summarizer
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Story Summarizer 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 Story Summarizer 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 Story Summarizer 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.

故事梗概生成专家

功能

基于故事文本内容提炼主要情节与要点,生成完整的故事梗概。

使用场景

  • 快速了解故事主要内容和情节发展。
  • 为剧本改编或影视开发提供故事梗概。
  • 制作项目推介材料的故事简介。
  • 为后续深入分析提供故事概览。

核心步骤

  1. 仔细阅读: 仔细阅读故事文本,理解整体内容。
  2. 主要情节识别: 识别故事的主要情节线。
  3. 要点提炼: 提炼故事的关键要点。
  4. 发展梳理: 梳理故事的发展过程。
  5. 梗概生成: 生成完整的故事梗概。

输入要求

  • 故事文本: 完整的原始故事文本(小说、剧本、故事大纲等)。
  • 文本长度建议: 300字以上。

输出格式

【故事梗概】

【故事背景】
[描述故事发生的背景、环境设定等]

【主要情节】
[描述故事的主要情节发展]

【故事发展】
[按时间顺序描述故事的发展过程]

【关键转折点】
[描述故事中的关键转折点和重要变化]

【故事结局】
[描述故事的结局和最终状态]

约束条件

  • 梗概要简洁完整,通常200-500字。
  • 严格按照故事原文内容总结,不自行创作。
  • 保持情节的准确性和完整性。
  • 包含故事的核心要素:人物、事件、冲突、结局。

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 Story Summarizer AI skill do?

基于故事文本提炼主要情节与要点,生成完整故事梗概。适用于快速了解故事内容、剧本改编、项目推介

Why use Story Summarizer on TypingMind?

Because you install it once and use it with any model. Story Summarizer 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 Story Summarizer in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/VanGong1999/screen-creative-skills/tree/master/category/story-analysis/story-summarizer. 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 Story Summarizer?

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 Story Summarizer?

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

Is the Story Summarizer 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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