What kind of output report should I expect?

You will receive a structured report including a total score, a dimensional breakdown table, a list of specific problem paragraphs, and prioritized suggestions for revision.

Can I use this for non-fiction content?

While specifically optimized for fiction and narrative storytelling, its analysis of pacing, emotional resonance, and hooks can provide insights for creative non-fiction.

How does this fit into the Snowflake Fiction workflow?

It acts as a gatekeeper: after writing a chapter, you run the check to see if the content is strong enough for publication or if it needs structural reworking before stylistic refinement.

Fiction Quality Evaluator

Name: Fiction Quality Evaluator
Author: hestudy

byhestudy

•

内容管理

Evaluates narrative content across five key dimensions to optimize storytelling impact and reader engagement.

The Fiction Quality Evaluator is a specialized tool designed for authors using the Snowflake Method to analytically assess their creative writing. By examining conflict intensity, emotional density, reader anticipation, pacing, and hook design, it provides a structured quality score and identifies specific problem areas within a text. This skill serves as an automated editor that helps writers diagnose engagement issues, refine critical opening chapters, and ensure every scene serves the overarching narrative before moving to stylistic polishing or publication.

主要功能

012 GitHub stars

02Multi-dimensional scoring across conflict, emotion, suspense, pacing, and hooks

03Comprehensive quality grading from 'Excellent' to 'Fail' with actionable next steps

04Automated identification and mapping of problematic narrative segments

05Prioritized revision suggestions categorized by impact level

06Seamless integration with 'boring-detect' and 'humanize-text' workflows

使用场景

01Post-chapter drafting review to ensure narrative tension and emotional resonance

02Diagnostic analysis for story segments with low reader retention or engagement

03Pre-publication quality confirmation for web novels and serialized fiction

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hestudy/snowflake-fiction quality-check

For use in Claude.ai and ChatGPT

Download Skill