story-review

Assess narrative structure, consistency, and prose with multi-agent review.

482|72|Updated May 24, 2026

Search Tags:#workflow #consistency #rubric #agent-loop #ai-review #narrative-analysis #story-review

Ready to run

npx skills add https://github.com/uu201/character-arc --skill story-review-uu201

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: story-review
Source: https://github.com/uu201/character-arc/tree/main/resources/skills/oh-story-claudecode/story-review
Command: npx skills add https://github.com/uu201/character-arc --skill story-review-uu201

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Story-review 提供自动化的多代理评估，用于识别叙事内容的结构、连贯性、文笔质量与平台契合度，帮助创作者快速定位并修正问题。

Core Features & Use Cases

支持全量/分批/单体模式的评审工作流，并能按任务分派子代理（如 story-architect、consistency-checker、narrative-writer）进行并行分析
统一的 rubric 输入与 Findings Schema，确保跨代理的结果可聚合、排序与对比
针对章节、场景、大纲和提示词等多种输入，提供结构性、角色、文笔和平台合规性等维度的审查
适用于创作迭代中的快速质量控制、版本回溯与平台对标

Quick Start

只需提交一段文本，系统将对其进行多角度审查并输出统一的 Findings 报告。

Frequently Asked Questions about story-review

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

FAQPage Schema

How do I automate narrative content review for structure and consistency issues?▼

Automated narrative content review uses multi-agent assessment to evaluate structure, consistency, and prose. It loads rubric guidelines and spawns subagents like consistency-checker to identify issues and output a unified findings report with severity levels.

What is a multi-agent story review workflow and how does it work?▼

A multi-agent story review workflow dispatches subagents such as story-architect and narrative-writer to analyze chapters in parallel. It enforces a unified findings schema and rubric sources to ensure cross-agent results are aggregatable, sortable, and comparable.

Can I review specific chapters or passages instead of the full narrative?▼

Yes, you can review specific chapters, scenes, outlines, or prompts. The system supports full, lean, and solo modes, allowing targeted narrative analysis on specified passages while maintaining structural and character consistency checks.

Do I need to provide a rubric file for AI narrative analysis?▼

Yes, rubric sources are required for AI narrative analysis. You can supply rubric guidelines as an external file or embedded data, which the system loads to enforce consistent evaluation criteria across all dispatched review subagents.

What's the best way to evaluate platform compliance and prose quality in web novels?▼

Evaluating platform compliance and prose quality in web novels is best handled by multi-agent assessment. It checks structural, character, prose, and platform-fit dimensions against loaded rubric guidelines, outputting severity-ranked findings for quick iteration.

What are the limitations of automated story review for creative writing?▼

Automated story review requires predefined rubric sources to function and cannot operate without them. While it identifies structural, consistency, and prose issues across chapters, it enforces a rigid findings schema that may not capture subjective creative nuances.