story-analysis

Diagnose completed web-novel chapters and generate prioritized improvement reports.

2|Updated Oct 15, 2025
One-click install
npx skills add https://github.com/alin776/ai_writer --skill story-analysis-alin776
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: story-analysis
Source: https://github.com/alin776/ai_writer/tree/main/backend/app/services/agent/skills/core/story-analysis
Command: npx skills add https://github.com/alin776/ai_writer --skill story-analysis-alin776

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Systematically assess finished web-novel chapters or short stories to identify strengths, weaknesses, and improvement opportunities. It expands evaluation dimensions to peak-moment density, progression pacing, hooks, and power-balance considerations to guide post-draft revisions.

Core Features & Use Cases

  • Structured, repeatable diagnostics for completed chapters to highlight strengths and actionable improvements.
  • Multi-scope evaluation: single chapter, multi-chapter arc, or whole volume.
  • Guided checklist including peak-moment density, pacing, hooks, and power-balance considerations; supports export-ready reports.

Quick Start

Provide your completed chapter draft and run this skill to generate a diagnostic report with actionable improvement notes.

Frequently Asked Questions about story-analysis

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

FAQPage Schema
How do I evaluate pacing and peak-moment density in a completed web-novel chapter?

Evaluating pacing and peak-moment density in a web-novel chapter requires a structured rubric that diagnoses progression and highlights actionable improvement opportunities. Providing your completed draft generates a formal diagnostic report with prioritized revision recommendations.

What is the best way to diagnose weaknesses across a multi-chapter web-novel arc?

Diagnosing weaknesses across a multi-chapter arc involves assessing hooks and power-balance considerations at a macro scope. Loading a structured rubric against your defined drafts evaluates progression pacing, delivering an export-ready formal report with prioritized recommendations.

Can I assess power-balance considerations for a single chapter draft?

Yes, you can assess power-balance considerations for a single chapter draft by loading the structured evaluation rubric. The diagnostic process highlights strengths, weaknesses, and improvement opportunities specific to that individual chapter.

How do I get actionable improvement notes for my fiction without reading the whole volume?

Getting actionable improvement notes for fiction requires running a structured diagnostic on your completed draft. The evaluation automatically checks peak-moment density, hooks, and pacing, directly outputting a formal report with prioritized recommendations.

Does chapter evaluation work for web novels lacking defined progression pacing?

Chapter evaluation requires a defined draft to effectively assess progression pacing and peak-moment density. Without a completed draft, the structured rubric cannot accurately identify strengths, weaknesses, or generate improvement opportunities.

When do I need a structured rubric for story analysis?

You need a structured rubric for story analysis when you want repeatable diagnostics across single chapters or whole volumes. It systematically evaluates hooks, pacing, and power-balance considerations to guide post-draft revisions.