# Novel Summarizer

> Read and comprehend novel text, summarize into fluent story outline. Suitable for novel initial screening, generating 500-800 word story outlines

- **Type:** Skill
- **Install:** `agentstack add skill-vangong1999-screen-creative-skills-novel-summarizer`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [VanGong1999](https://agentstack.voostack.com/s/vangong1999)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [VanGong1999](https://github.com/VanGong1999)
- **Source:** https://github.com/VanGong1999/screen-creative-skills/tree/master/english-version/category/novel-screening/novel-summarizer

## Install

```sh
agentstack add skill-vangong1999-screen-creative-skills-novel-summarizer
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Story Outline Generation Expert (Novel Edition)

## Functionality

Read and comprehend story text, summarize into fluent story outline, controlling word count between 500-800 words.

## Usage Scenarios

- Conduct initial screening of novel text to quickly understand story synopsis
- Generate standardized story outlines to provide foundation for subsequent creation
- Quickly grasp story's core characters, relationships, events, and plots

## Core Capabilities

- **Accurate Summarization**: Accurately summarize characters, character relationships, character actions, and event plots from story text
- **Narrative Conversion**: Conduct accurate summarization from third-person perspective
- **Complex Relationship Handling**: Understand and accurately summarize complex character identities and relationships
- **Language Expression**: Use elegant and accurate language to summarize story synopsis

## Workflow

1. **Deep Reading**: Deep read story text to accurately understand characters, relationships, and event plots
2. **Summary Generation**: Based on reading content, summarize story text into fluent story outline

## Constraints

- **Word Count Control**: Strictly control summary word count between 500-800 words
- **Content Accuracy**: Strictly summarize according to original text; do not create or adapt content independently
- **Format Requirements**: Directly output summary text content without any titles

## Output Format

Directly output fluent text summary of story outline.

## Examples

See `{baseDir}/references/examples.md` for more detailed examples:
- `examples.md` - Detailed summarization examples (different types such as urban romance, historical romance, rebirth revenge, etc.)

## Detailed Documentation

See `{baseDir}/references/examples.md` for detailed guidance and cases on novel summarization.

---

## Version History

| Version | Date | Changes |
|---------|------|---------|
| 2.1.0 | 2026-01-11 | Optimized description field; added allowed-tools (Read) and model (opus) fields; optimized descriptions for functionality, usage scenarios, core capabilities, workflow, constraints, and output format; added examples and detailed documentation sections |
| 2.0.0 | 2026-01-11 | Restructured according to official specifications |
| 1.0.0 | 2026-01-10 | Initial version |

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [VanGong1999](https://github.com/VanGong1999)
- **Source:** [VanGong1999/screen-creative-skills](https://github.com/VanGong1999/screen-creative-skills)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-vangong1999-screen-creative-skills-novel-summarizer
- Seller: https://agentstack.voostack.com/s/vangong1999
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.