Novel Summarizer
Read and comprehend novel text, summarize into fluent story outline. Suitable for novel initial screening, generating 500-800 word story outlines
Install
$ agentstack add skill-vangong1999-screen-creative-skills-novel-summarizer ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-vangong1999-screen-creative-skills-novel-summarizer) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →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
- Deep Reading: Deep read story text to accurately understand characters, relationships, and event plots
- 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
- Source: VanGong1999/screen-creative-skills
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.