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.