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Story Summarizer

Community
VanGong1999
story-summarizer

Extract main plots and key points based on story text, generate complete story summary. Suitable for quickly understanding story content, script adaptation, project promotion

Overview

PublisherVanGong1999
Repositoryscreen-creative-skills
Skill namestory-summarizer
Stars
474
Forks
85
Bundled files
1
LicenseMIT
Links
Skill sourceRepository
  • 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/english-version/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/english-version/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.

Story Summary Generation Expert

Functionality

Extract main plots and key points based on story text content, generate complete story summary.

Use Cases

  • Quickly understand story main content and plot development.
  • Provide story summary for script adaptation or film and TV development.
  • Create story introduction for project promotion materials.
  • Provide story overview for subsequent in-depth analysis.

Core Steps

  1. Careful Reading: Carefully read story text, understand overall content.
  2. Main Plot Identification: Identify story's main plot lines.
  3. Key Point Extraction: Extract key points of story.
  4. Development Organization: Organize story development process.
  5. Summary Generation: Generate complete story summary.

Input Requirements

  • Story Text: Complete original story text (novels, scripts, story outlines, etc.).
  • Recommended Text Length: 300+ words.

Output Format

[Story Summary]

[Story Background]
[Describe background, environmental settings, etc. where story takes place]

[Main Plot]
[Describe main plot development of story]

[Story Development]
[Describe story development process in chronological order]

[Key Turning Points]
[Describe key turning points and important changes in story]

[Story Ending]
[Describe story's ending and final state]

Constraints

  • Summary should be concise and complete, usually 200-500 words.
  • Strictly summarize according to story original content, do not create on your own.
  • Maintain accuracy and completeness of plot.
  • Include core elements of story: characters, events, conflicts, endings.

Resources

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?

Extract main plots and key points based on story text, generate complete story summary. Suitable for quickly understanding story content, script adaptation, project promotion

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/english-version/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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