webnovel-review

Analyzes Webnovel chapter quality and generates structured JSON review reports.

11|3|Updated Jun 4, 2026
One-click install
npx skills add https://github.com/503496348-ops/fission-creative --skill webnovel-review-503496348-ops
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: webnovel-review
Source: https://github.com/503496348-ops/fission-creative/tree/main/skills/webnovel-review
Command: npx skills add https://github.com/503496348-ops/fission-creative --skill webnovel-review-503496348-ops

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

使用审查 Agent 评估章节质量,生成报告并写回审查指标。通过统一的审查流程和六维评估,确保每章的质量、设定一致性与叙事连贯性,减少遗忘与幻觉风险。

Core Features & Use Cases

  • 解析真实书项目根目录并启动审查流程,生成结构化的问题清单与审查报告。
  • 将审查指标写入 index.db,并将审查记录落盘以兼容投影,主链事实仍以 review contract 与 accepted CHAPTER_COMMIT 为准。
  • 支持与现有投影状态集成,便于增量审查、回溯和跨章节对比。

Quick Start

Run the /webnovel-review command for the target chapter to generate a structured review and update the project state.

Frequently Asked Questions about webnovel-review

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

FAQPage Schema
How do I automate chapter review and quality assurance for a webnovel project?

Automated chapter review analyzes webnovel project state and chapter files to generate structured quality reports. It enforces a reviewer JSON schema, producing issue lists, evidence, and metrics to ensure narrative consistency.

What is the best way to generate structured issue lists from chapter files?

Structured issue lists are generated by processing chapter files through a six-dimensional evaluation. This automated review produces evidence-backed quality reports and writes index-able metrics directly to the project state.

How does automated review write results back to the project state?

Automated review writes results by enforcing a reviewer JSON schema and updating the .webnovel/state.json file. It also writes review metrics to index.db to integrate with projection state for cross-chapter comparison.

Does webnovel chapter review work with existing projection state for incremental checks?

Yes, chapter review integrates with existing projection state to support incremental checks and traceability. It writes review records to disk while treating the review contract and accepted CHAPTER_COMMIT as the primary chain of facts.

Why does the reviewer agent avoid manual conclusions during chapter evaluation?

The reviewer agent avoids manual conclusions to reduce hallucination risks and prevent forgotten context. It enforces a strict JSON schema output, ensuring all chapter quality assessments are structured, index-able, and consistent.