novel-quality-checker检查小说章节质量:33 维质量审核(字数、AI标记、模板化结尾、重复率、大纲符合度等), 支持单章和批量检查、跨章衔接检查,输出 5 层审核报告。 使用场景:用户说"检查第X章质量"、"审核一下"、"看看这章行不行"、"批量检查所有章节"。 NOT for: 创作、修改内容——只审核不写作。
Install via ClawdBot CLI:
clawdbot install shine8592/novel-quality-checkerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Jul 23, 2026
A user submits a chapter file and wants a quick assessment of its basic quality metrics like word count, Chinese purity, AI marker detection, and templated ending detection. This helps writers get immediate feedback on whether their chapter meets minimum standards.
An editor runs a comprehensive quality check on a chapter to evaluate 33 dimensions including style, structure, content alignment with outline, format, and advanced analysis. This helps identify specific areas for improvement before publication.
A user scans an entire directory of chapter files with the full audit to get a batch report. This is useful for quality assurance on entire novel drafts, ensuring consistency across all chapters.
Using the --prev parameter, a user checks for continuity between consecutive chapters by analyzing phrase repetition (4-word phrases) and other cohesion metrics. This helps maintain narrative flow in long works.
A publisher or platform uses the AI marker detection feature to screen submissions for potential AI-generated content, ensuring originality and compliance with content policies.
Offer basic quick checks (5 core dimensions) for free to attract users, and charge a subscription or per-use fee for full 33-dimension audit and batch processing features.
Integrate the quality checker as a service for online writing platforms (e.g., web novel sites). Charge platform operators a licensing fee or per-check API call fee to provide automated quality feedback to their writers.
Partner with editing services to offer the tool as an add-on for clients. Editors can use it to speed up their workflow and charge clients for the automated audit alongside human editing.
💬 Integration Tip
The tool uses only Python standard library, so it can be easily integrated into existing workflows or web services via command-line calls or by wrapping the script in an API endpoint.
Scored Jul 23, 2026
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