novel-evaluator

Analyzes story manuscripts and scores market potential, innovation attributes, and content highlights.

330|71|Updated Jan 10, 2026
One-click install
npx skills add https://github.com/GongLingRui/screen-creative-skills --skill novel-evaluator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: novel-evaluator
Source: https://github.com/GongLingRui/screen-creative-skills/tree/main/category/novel-screening/novel-evaluator
Command: npx skills add https://github.com/GongLingRui/screen-creative-skills --skill novel-evaluator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides structured, multi-dimensional evaluations of story texts to determine quality and market potential, enabling faster decision-making for novel selection and adaptation.

Core Features & Use Cases

  • Comprehensive evaluation across market potential, innovation attributes, and content highlights to guide development.
  • Text-based scoring with actionable feedback for editors, producers, and authors.
  • Use Case: Quickly screen a manuscript for IP potential and strategic fit.

Quick Start

Submit the complete story text to receive a multi-dimensional evaluation report and scores.

Frequently Asked Questions about novel-evaluator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate a novel manuscript for market potential and IP adaptation?

To evaluate novel manuscripts for market potential and IP adaptation, submit the complete story text to receive a structured multi-dimensional evaluation report with explicit scores across market potential, innovation attributes, and content highlights.

What is story analysis and how does scoring work for creative direction?

Story analysis for creative direction involves assessing manuscripts against a defined framework with explicit dimensions and scoring criteria, generating actionable feedback and scores across content highlights and innovation attributes.

Can I use automated content-evaluation for initial novel screening across genres?

Yes, automated content-evaluation supports initial novel screening across genres by analyzing story dimensions and IP potential to guide development, providing text-based scoring and strategic fit feedback for editors and producers.

How do I assess IP potential in a story manuscript before adaptation?

Assessing IP potential in a story manuscript requires analyzing the text against market potential and innovation attributes, yielding a multi-dimensional evaluation report that guides adaptation decisions and strategic development.

Does novel-evaluation work with complete story texts for structured feedback?

Novel-evaluation works with complete story texts by applying a defined evaluation framework to generate rigorous scores and actionable feedback across market potential, innovation attributes, and content highlights.

What are the limitations of text-based story analysis for market potential scoring?

Text-based story analysis for market potential scoring is limited to evaluating manuscript content and story dimensions directly, providing structured feedback without accessing real-time market sales data or audience reception metrics.