novel-harness: 一个旨在用 AI 辅助引导老书虫落地网文/小说故事,自带小说管理网页Dashboard,使用了 Harness 架构思想

by manhai934 · AI Tool · ★ 123

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Security audit verdict: SAFE · quality 55/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

Quick Facts

Stars123
Forks13
LanguagePython
CategoryAI Tool
Quality Score55/100
Open Issues1
Last Updated2026-08-06
Created2026-05-08
Platformspython
Est. Tokens~14k

About novel-harness

Novel-Harness 面向老书虫转作者和已有作者的 AI 小说创作陪练。 经过本人测试和实际落地小说章节的经历,现在的AI不适合直出内容,网上说的直出都是骗人的,之所以能看都是因为他们有人工精修,不然一眼AI味,所以我重新调整了项目的初衷,他现在更像是一个写作灵感陪练。 AI 帮你激发灵感、拆解章节、提供写作支架、检查问题和管理长篇上下文;你负责选择方向、完成表达、人工精修和最终定稿。 不承诺一键生成可直接上架的小说。默认写作方式是把一章拆成一块块可手动填充的“空瓶”,帮助看得多、写得少的老书虫跨过卡文,也帮助已有作者获得脑洞、素材和第二视角。只有明确要求时才生成完整正文,并统一视为待人工精修粗稿。 项目现在也带有一个测试版知识包市场维护能力:服务器维护可下载的题材包、写作包和去 AI 化参考包,本地 MCP 负责查看列表、安装到 ,再交给 RAG...

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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